id	sid	tid	token	lemma	pos
american_scientific_journal-11432	1	1	71	71	NUM
american_scientific_journal-11432	1	2	american	american	ADJ
american_scientific_journal-11432	1	3	academic	academic	ADJ
american_scientific_journal-11432	1	4	scientific	scientific	ADJ
american_scientific_journal-11432	1	5	research	research	NOUN
american_scientific_journal-11432	1	6	journal	journal	NOUN
american_scientific_journal-11432	1	7	for	for	ADP
american_scientific_journal-11432	1	8	engineering	engineering	NOUN
american_scientific_journal-11432	1	9	,	,	PUNCT
american_scientific_journal-11432	1	10	technology	technology	NOUN
american_scientific_journal-11432	1	11	,	,	PUNCT
american_scientific_journal-11432	1	12	and	and	CCONJ
american_scientific_journal-11432	1	13	sciences	sciences	PROPN
american_scientific_journal-11432	1	14	issn	issn	PROPN
american_scientific_journal-11432	1	15	(	(	PUNCT
american_scientific_journal-11432	1	16	print	print	NOUN
american_scientific_journal-11432	1	17	)	)	PUNCT
american_scientific_journal-11432	1	18	2313	2313	NUM
american_scientific_journal-11432	1	19	-	-	SYM
american_scientific_journal-11432	1	20	4410	4410	NUM
american_scientific_journal-11432	1	21	,	,	PUNCT
american_scientific_journal-11432	1	22	issn	issn	PROPN
american_scientific_journal-11432	1	23	(	(	PUNCT
american_scientific_journal-11432	1	24	online	online	ADJ
american_scientific_journal-11432	1	25	)	)	PUNCT
american_scientific_journal-11432	1	26	2313	2313	NUM
american_scientific_journal-11432	1	27	-	-	SYM
american_scientific_journal-11432	1	28	4402	4402	NUM
american_scientific_journal-11432	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11432	1	30	simulation	simulation	NOUN
american_scientific_journal-11432	1	31	prediction	prediction	NOUN
american_scientific_journal-11432	1	32	of	of	ADP
american_scientific_journal-11432	1	33	background	background	NOUN
american_scientific_journal-11432	1	34	radiation	radiation	NOUN
american_scientific_journal-11432	1	35	using	use	VERB
american_scientific_journal-11432	1	36	machine	machine	NOUN
american_scientific_journal-11432	1	37	learning	learn	VERB
american_scientific_journal-11432	1	38	peter	peter	PROPN
american_scientific_journal-11432	1	39	oluwasayo	oluwasayo	PROPN
american_scientific_journal-11432	1	40	adigun	adigun	VERB
american_scientific_journal-11432	1	41	a	a	PRON
american_scientific_journal-11432	1	42	*	*	PUNCT
american_scientific_journal-11432	1	43	,	,	PUNCT
american_scientific_journal-11432	1	44	tobi	tobi	PROPN
american_scientific_journal-11432	1	45	titus	titus	PROPN
american_scientific_journal-11432	1	46	oyekanmi	oyekanmi	PROPN
american_scientific_journal-11432	1	47	b	b	PROPN
american_scientific_journal-11432	1	48	,	,	PUNCT
american_scientific_journal-11432	1	49	ayodeji	ayodeji	NOUN
american_scientific_journal-11432	1	50	adedotun	adedotun	VERB
american_scientific_journal-11432	1	51	adeniyi	adeniyi	ADV
american_scientific_journal-11432	1	52	c	c	PROPN
american_scientific_journal-11432	1	53	a	a	DET
american_scientific_journal-11432	1	54	department	department	NOUN
american_scientific_journal-11432	1	55	of	of	ADP
american_scientific_journal-11432	1	56	computer	computer	NOUN
american_scientific_journal-11432	1	57	science	science	NOUN
american_scientific_journal-11432	1	58	,	,	PUNCT
american_scientific_journal-11432	1	59	new	new	PROPN
american_scientific_journal-11432	1	60	mexico	mexico	PROPN
american_scientific_journal-11432	1	61	highlands	highlands	PROPN
american_scientific_journal-11432	1	62	university	university	PROPN
american_scientific_journal-11432	1	63	,	,	PUNCT
american_scientific_journal-11432	1	64	1005	1005	NUM
american_scientific_journal-11432	1	65	diamond	diamond	PROPN
american_scientific_journal-11432	1	66	st	st	PROPN
american_scientific_journal-11432	1	67	,	,	PUNCT
american_scientific_journal-11432	1	68	las	las	PROPN
american_scientific_journal-11432	1	69	vegas	vegas	PROPN
american_scientific_journal-11432	1	70	,	,	PUNCT
american_scientific_journal-11432	1	71	new	new	PROPN
american_scientific_journal-11432	1	72	mexico	mexico	PROPN
american_scientific_journal-11432	1	73	,	,	PUNCT
american_scientific_journal-11432	1	74	usa	usa	PROPN
american_scientific_journal-11432	1	75	b.c	b.c	PROPN
american_scientific_journal-11432	1	76	department	department	PROPN
american_scientific_journal-11432	1	77	of	of	ADP
american_scientific_journal-11432	1	78	media	medium	NOUN
american_scientific_journal-11432	1	79	,	,	PUNCT
american_scientific_journal-11432	1	80	art	art	NOUN
american_scientific_journal-11432	1	81	,	,	PUNCT
american_scientific_journal-11432	1	82	and	and	CCONJ
american_scientific_journal-11432	1	83	technology	technology	NOUN
american_scientific_journal-11432	1	84	,	,	PUNCT
american_scientific_journal-11432	1	85	new	new	PROPN
american_scientific_journal-11432	1	86	mexico	mexico	PROPN
american_scientific_journal-11432	1	87	highlands	highlands	PROPN
american_scientific_journal-11432	1	88	university	university	PROPN
american_scientific_journal-11432	1	89	,	,	PUNCT
american_scientific_journal-11432	1	90	1005	1005	NUM
american_scientific_journal-11432	1	91	diamond	diamond	PROPN
american_scientific_journal-11432	1	92	st	st	PROPN
american_scientific_journal-11432	1	93	,	,	PUNCT
american_scientific_journal-11432	1	94	las	las	PROPN
american_scientific_journal-11432	1	95	vegas	vegas	PROPN
american_scientific_journal-11432	1	96	,	,	PUNCT
american_scientific_journal-11432	1	97	new	new	PROPN
american_scientific_journal-11432	1	98	mexico	mexico	PROPN
american_scientific_journal-11432	1	99	,	,	PUNCT
american_scientific_journal-11432	1	100	usa	usa	PROPN
american_scientific_journal-11432	1	101	a	a	DET
american_scientific_journal-11432	1	102	email	email	NOUN
american_scientific_journal-11432	1	103	:	:	PUNCT
american_scientific_journal-11432	1	104	poadigun@nmhu.edu	poadigun@nmhu.edu	X
american_scientific_journal-11432	1	105	b	b	X
american_scientific_journal-11432	1	106	email	email	NOUN
american_scientific_journal-11432	1	107	:	:	PUNCT
american_scientific_journal-11432	1	108	toyekanmi@live.nmhu.edu	toyekanmi@live.nmhu.edu	PROPN
american_scientific_journal-11432	1	109	c	c	PROPN
american_scientific_journal-11432	1	110	email	email	NOUN
american_scientific_journal-11432	1	111	:	:	PUNCT
american_scientific_journal-11432	1	112	aadeniyi1@live.nmhu.edu	aadeniyi1@live.nmhu.edu	PROPN
american_scientific_journal-11432	1	113	abstract	abstract	VERB
american_scientific_journal-11432	1	114	the	the	DET
american_scientific_journal-11432	1	115	simulation	simulation	NOUN
american_scientific_journal-11432	1	116	of	of	ADP
american_scientific_journal-11432	1	117	the	the	DET
american_scientific_journal-11432	1	118	natural	natural	ADJ
american_scientific_journal-11432	1	119	background	background	NOUN
american_scientific_journal-11432	1	120	radiation	radiation	NOUN
american_scientific_journal-11432	1	121	dataset	dataset	NOUN
american_scientific_journal-11432	1	122	is	be	AUX
american_scientific_journal-11432	1	123	research	research	NOUN
american_scientific_journal-11432	1	124	that	that	PRON
american_scientific_journal-11432	1	125	implemented	implement	VERB
american_scientific_journal-11432	1	126	the	the	DET
american_scientific_journal-11432	1	127	application	application	NOUN
american_scientific_journal-11432	1	128	of	of	ADP
american_scientific_journal-11432	1	129	machine	machine	NOUN
american_scientific_journal-11432	1	130	learning	learn	VERB
american_scientific_journal-11432	1	131	in	in	ADP
american_scientific_journal-11432	1	132	radiation	radiation	NOUN
american_scientific_journal-11432	1	133	physics	physics	NOUN
american_scientific_journal-11432	1	134	.	.	PUNCT
american_scientific_journal-11432	2	1	this	this	PRON
american_scientific_journal-11432	2	2	is	be	AUX
american_scientific_journal-11432	2	3	achieved	achieve	VERB
american_scientific_journal-11432	2	4	by	by	ADP
american_scientific_journal-11432	2	5	training	train	VERB
american_scientific_journal-11432	2	6	natural	natural	ADJ
american_scientific_journal-11432	2	7	background	background	NOUN
american_scientific_journal-11432	2	8	radiation	radiation	NOUN
american_scientific_journal-11432	2	9	datasets	dataset	NOUN
american_scientific_journal-11432	2	10	using	use	VERB
american_scientific_journal-11432	2	11	different	different	ADJ
american_scientific_journal-11432	2	12	machine	machine	NOUN
american_scientific_journal-11432	2	13	learning	learn	VERB
american_scientific_journal-11432	2	14	algorithms	algorithm	NOUN
american_scientific_journal-11432	2	15	.	.	PUNCT
american_scientific_journal-11432	3	1	the	the	DET
american_scientific_journal-11432	3	2	background	background	NOUN
american_scientific_journal-11432	3	3	radiation	radiation	NOUN
american_scientific_journal-11432	3	4	dataset	dataset	NOUN
american_scientific_journal-11432	3	5	is	be	AUX
american_scientific_journal-11432	3	6	acquired	acquire	VERB
american_scientific_journal-11432	3	7	from	from	ADP
american_scientific_journal-11432	3	8	a	a	DET
american_scientific_journal-11432	3	9	field	field	NOUN
american_scientific_journal-11432	3	10	study	study	NOUN
american_scientific_journal-11432	3	11	carried	carry	VERB
american_scientific_journal-11432	3	12	out	out	ADP
american_scientific_journal-11432	3	13	in	in	ADP
american_scientific_journal-11432	3	14	the	the	DET
american_scientific_journal-11432	3	15	gwagwalada	gwagwalada	NOUN
american_scientific_journal-11432	3	16	area	area	NOUN
american_scientific_journal-11432	3	17	,	,	PUNCT
american_scientific_journal-11432	3	18	abuja	abuja	PROPN
american_scientific_journal-11432	3	19	,	,	PUNCT
american_scientific_journal-11432	3	20	federal	federal	ADJ
american_scientific_journal-11432	3	21	capital	capital	NOUN
american_scientific_journal-11432	3	22	territory	territory	NOUN
american_scientific_journal-11432	3	23	,	,	PUNCT
american_scientific_journal-11432	3	24	nigeria	nigeria	PROPN
american_scientific_journal-11432	3	25	.	.	PUNCT
american_scientific_journal-11432	4	1	the	the	DET
american_scientific_journal-11432	4	2	different	different	ADJ
american_scientific_journal-11432	4	3	machine	machine	NOUN
american_scientific_journal-11432	4	4	learning	learn	VERB
american_scientific_journal-11432	4	5	algorithms	algorithm	NOUN
american_scientific_journal-11432	4	6	applied	apply	VERB
american_scientific_journal-11432	4	7	are	be	AUX
american_scientific_journal-11432	4	8	random	random	ADJ
american_scientific_journal-11432	4	9	forest	forest	NOUN
american_scientific_journal-11432	4	10	,	,	PUNCT
american_scientific_journal-11432	4	11	naïve	naïve	PROPN
american_scientific_journal-11432	4	12	-	-	PUNCT
american_scientific_journal-11432	4	13	bayes	bayes	NOUN
american_scientific_journal-11432	4	14	,	,	PUNCT
american_scientific_journal-11432	4	15	support	support	VERB
american_scientific_journal-11432	4	16	vector	vector	NOUN
american_scientific_journal-11432	4	17	machine	machine	NOUN
american_scientific_journal-11432	4	18	,	,	PUNCT
american_scientific_journal-11432	4	19	and	and	CCONJ
american_scientific_journal-11432	4	20	kernel	kernel	PROPN
american_scientific_journal-11432	4	21	support	support	NOUN
american_scientific_journal-11432	4	22	vector	vector	NOUN
american_scientific_journal-11432	4	23	machine	machine	NOUN
american_scientific_journal-11432	4	24	.	.	PUNCT
american_scientific_journal-11432	5	1	random	random	ADJ
american_scientific_journal-11432	5	2	forest	forest	NOUN
american_scientific_journal-11432	5	3	algorithms	algorithm	NOUN
american_scientific_journal-11432	5	4	have	have	VERB
american_scientific_journal-11432	5	5	the	the	DET
american_scientific_journal-11432	5	6	best	good	ADJ
american_scientific_journal-11432	5	7	test	test	NOUN
american_scientific_journal-11432	5	8	accuracy	accuracy	NOUN
american_scientific_journal-11432	5	9	of	of	ADP
american_scientific_journal-11432	5	10	94.0	94.0	NUM
american_scientific_journal-11432	5	11	%	%	NOUN
american_scientific_journal-11432	5	12	,	,	PUNCT
american_scientific_journal-11432	5	13	a	a	DET
american_scientific_journal-11432	5	14	trained	train	VERB
american_scientific_journal-11432	5	15	score	score	NOUN
american_scientific_journal-11432	5	16	of	of	ADP
american_scientific_journal-11432	5	17	98	98	NUM
american_scientific_journal-11432	5	18	%	%	NOUN
american_scientific_journal-11432	5	19	,	,	PUNCT
american_scientific_journal-11432	5	20	a	a	DET
american_scientific_journal-11432	5	21	k	k	ADJ
american_scientific_journal-11432	5	22	-	-	ADJ
american_scientific_journal-11432	5	23	fold	fold	ADJ
american_scientific_journal-11432	5	24	cross	cross	NOUN
american_scientific_journal-11432	5	25	validation	validation	NOUN
american_scientific_journal-11432	5	26	score	score	NOUN
american_scientific_journal-11432	5	27	of	of	ADP
american_scientific_journal-11432	5	28	96.9	96.9	NUM
american_scientific_journal-11432	5	29	%	%	NOUN
american_scientific_journal-11432	5	30	,	,	PUNCT
american_scientific_journal-11432	5	31	and	and	CCONJ
american_scientific_journal-11432	5	32	efficiently	efficiently	ADV
american_scientific_journal-11432	5	33	classify	classify	VERB
american_scientific_journal-11432	5	34	the	the	DET
american_scientific_journal-11432	5	35	effect	effect	NOUN
american_scientific_journal-11432	5	36	of	of	ADP
american_scientific_journal-11432	5	37	background	background	NOUN
american_scientific_journal-11432	5	38	radiation	radiation	NOUN
american_scientific_journal-11432	5	39	as	as	ADP
american_scientific_journal-11432	5	40	harmful	harmful	ADJ
american_scientific_journal-11432	5	41	or	or	CCONJ
american_scientific_journal-11432	5	42	harmless	harmless	NOUN
american_scientific_journal-11432	5	43	.	.	PUNCT
american_scientific_journal-11432	6	1	this	this	DET
american_scientific_journal-11432	6	2	result	result	NOUN
american_scientific_journal-11432	6	3	established	establish	VERB
american_scientific_journal-11432	6	4	the	the	DET
american_scientific_journal-11432	6	5	integrated	integrate	VERB
american_scientific_journal-11432	6	6	application	application	NOUN
american_scientific_journal-11432	6	7	of	of	ADP
american_scientific_journal-11432	6	8	artificial	artificial	ADJ
american_scientific_journal-11432	6	9	intelligence	intelligence	NOUN
american_scientific_journal-11432	6	10	and	and	CCONJ
american_scientific_journal-11432	6	11	therefore	therefore	ADV
american_scientific_journal-11432	6	12	indicates	indicate	VERB
american_scientific_journal-11432	6	13	that	that	SCONJ
american_scientific_journal-11432	6	14	machine	machine	NOUN
american_scientific_journal-11432	6	15	learning	learning	NOUN
american_scientific_journal-11432	6	16	has	have	VERB
american_scientific_journal-11432	6	17	the	the	DET
american_scientific_journal-11432	6	18	ability	ability	NOUN
american_scientific_journal-11432	6	19	to	to	PART
american_scientific_journal-11432	6	20	classify	classify	VERB
american_scientific_journal-11432	6	21	and	and	CCONJ
american_scientific_journal-11432	6	22	categorize	categorize	VERB
american_scientific_journal-11432	6	23	the	the	DET
american_scientific_journal-11432	6	24	effect	effect	NOUN
american_scientific_journal-11432	6	25	of	of	ADP
american_scientific_journal-11432	6	26	background	background	NOUN
american_scientific_journal-11432	6	27	radiation	radiation	NOUN
american_scientific_journal-11432	6	28	datasets	dataset	NOUN
american_scientific_journal-11432	6	29	.	.	PUNCT
american_scientific_journal-11432	7	1	keywords	keyword	NOUN
american_scientific_journal-11432	7	2	:	:	PUNCT
american_scientific_journal-11432	7	3	machine	machine	NOUN
american_scientific_journal-11432	7	4	learning	learning	NOUN
american_scientific_journal-11432	7	5	(	(	PUNCT
american_scientific_journal-11432	7	6	ml	ml	NOUN
american_scientific_journal-11432	7	7	)	)	PUNCT
american_scientific_journal-11432	7	8	;	;	PUNCT
american_scientific_journal-11432	7	9	random	random	ADJ
american_scientific_journal-11432	7	10	forest	forest	NOUN
american_scientific_journal-11432	7	11	(	(	PUNCT
american_scientific_journal-11432	7	12	rf	rf	NOUN
american_scientific_journal-11432	7	13	)	)	PUNCT
american_scientific_journal-11432	7	14	;	;	PUNCT
american_scientific_journal-11432	7	15	naïve	naïve	ADJ
american_scientific_journal-11432	7	16	-	-	PUNCT
american_scientific_journal-11432	7	17	bayes	bayes	NOUN
american_scientific_journal-11432	7	18	(	(	PUNCT
american_scientific_journal-11432	7	19	nb	nb	PROPN
american_scientific_journal-11432	7	20	)	)	PUNCT
american_scientific_journal-11432	7	21	;	;	PUNCT
american_scientific_journal-11432	7	22	support	support	NOUN
american_scientific_journal-11432	7	23	vector	vector	NOUN
american_scientific_journal-11432	7	24	machine	machine	NOUN
american_scientific_journal-11432	7	25	(	(	PUNCT
american_scientific_journal-11432	7	26	svm	svm	PROPN
american_scientific_journal-11432	7	27	)	)	PUNCT
american_scientific_journal-11432	7	28	;	;	PUNCT
american_scientific_journal-11432	7	29	kernel	kernel	PROPN
american_scientific_journal-11432	7	30	support	support	PROPN
american_scientific_journal-11432	7	31	vector	vector	NOUN
american_scientific_journal-11432	7	32	machine	machine	NOUN
american_scientific_journal-11432	7	33	(	(	PUNCT
american_scientific_journal-11432	7	34	ksvm	ksvm	NOUN
american_scientific_journal-11432	7	35	)	)	PUNCT
american_scientific_journal-11432	7	36	.	.	PUNCT
american_scientific_journal-11432	8	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11432	8	2	received	receive	VERB
american_scientific_journal-11432	8	3	:	:	PUNCT
american_scientific_journal-11432	8	4	11/23/2024	11/23/2024	NUM
american_scientific_journal-11432	8	5	accepted	accept	VERB
american_scientific_journal-11432	8	6	:	:	PUNCT
american_scientific_journal-11432	8	7	1/23/2025	1/23/2025	NUM
american_scientific_journal-11432	8	8	published	publish	VERB
american_scientific_journal-11432	8	9	:	:	PUNCT
american_scientific_journal-11432	8	10	2/3/2025	2/3/2025	NUM
american_scientific_journal-11432	8	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11432	9	1	*	*	PUNCT
american_scientific_journal-11432	10	1	corresponding	correspond	VERB
american_scientific_journal-11432	10	2	author	author	NOUN
american_scientific_journal-11432	10	3	.	.	PUNCT
american_scientific_journal-11432	11	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11432	11	2	american	american	PROPN
american_scientific_journal-11432	11	3	academic	academic	PROPN
american_scientific_journal-11432	11	4	scientific	scientific	ADJ
american_scientific_journal-11432	11	5	research	research	NOUN
american_scientific_journal-11432	11	6	journal	journal	NOUN
american_scientific_journal-11432	11	7	for	for	ADP
american_scientific_journal-11432	11	8	engineering	engineering	NOUN
american_scientific_journal-11432	11	9	,	,	PUNCT
american_scientific_journal-11432	11	10	technology	technology	NOUN
american_scientific_journal-11432	11	11	,	,	PUNCT
american_scientific_journal-11432	11	12	and	and	CCONJ
american_scientific_journal-11432	11	13	sciences	science	NOUN
american_scientific_journal-11432	11	14	(	(	PUNCT
american_scientific_journal-11432	11	15	asrjets	asrjet	NOUN
american_scientific_journal-11432	11	16	)	)	PUNCT
american_scientific_journal-11432	11	17	volume	volume	NOUN
american_scientific_journal-11432	11	18	101	101	NUM
american_scientific_journal-11432	11	19	,	,	PUNCT
american_scientific_journal-11432	11	20	no	no	DET
american_scientific_journal-11432	11	21	1	1	NUM
american_scientific_journal-11432	11	22	,	,	PUNCT
american_scientific_journal-11432	11	23	pp	pp	ADV
american_scientific_journal-11432	11	24	71	71	NUM
american_scientific_journal-11432	11	25	-	-	SYM
american_scientific_journal-11432	11	26	96	96	NUM
american_scientific_journal-11432	11	27	72	72	NUM
american_scientific_journal-11432	11	28	1	1	NUM
american_scientific_journal-11432	11	29	.	.	PUNCT
american_scientific_journal-11432	11	30	introduction	introduction	NOUN
american_scientific_journal-11432	11	31	in	in	ADP
american_scientific_journal-11432	11	32	the	the	DET
american_scientific_journal-11432	11	33	field	field	NOUN
american_scientific_journal-11432	11	34	of	of	ADP
american_scientific_journal-11432	11	35	science	science	NOUN
american_scientific_journal-11432	11	36	and	and	CCONJ
american_scientific_journal-11432	11	37	engineering	engineering	NOUN
american_scientific_journal-11432	11	38	,	,	PUNCT
american_scientific_journal-11432	11	39	simulation	simulation	NOUN
american_scientific_journal-11432	11	40	,	,	PUNCT
american_scientific_journal-11432	11	41	modeling	modeling	NOUN
american_scientific_journal-11432	11	42	,	,	PUNCT
american_scientific_journal-11432	11	43	and	and	CCONJ
american_scientific_journal-11432	11	44	prediction	prediction	NOUN
american_scientific_journal-11432	11	45	are	be	AUX
american_scientific_journal-11432	11	46	pertinent	pertinent	ADJ
american_scientific_journal-11432	11	47	approaches	approach	NOUN
american_scientific_journal-11432	11	48	to	to	ADP
american_scientific_journal-11432	11	49	describing	describe	VERB
american_scientific_journal-11432	11	50	and	and	CCONJ
american_scientific_journal-11432	11	51	understanding	understand	VERB
american_scientific_journal-11432	11	52	the	the	DET
american_scientific_journal-11432	11	53	dynamism	dynamism	NOUN
american_scientific_journal-11432	11	54	of	of	ADP
american_scientific_journal-11432	11	55	the	the	DET
american_scientific_journal-11432	11	56	real	real	ADJ
american_scientific_journal-11432	11	57	world	world	NOUN
american_scientific_journal-11432	11	58	.	.	PUNCT
american_scientific_journal-11432	12	1	some	some	PRON
american_scientific_journal-11432	12	2	of	of	ADP
american_scientific_journal-11432	12	3	the	the	DET
american_scientific_journal-11432	12	4	systems	system	NOUN
american_scientific_journal-11432	12	5	employed	employ	VERB
american_scientific_journal-11432	12	6	in	in	ADP
american_scientific_journal-11432	12	7	making	make	VERB
american_scientific_journal-11432	12	8	such	such	ADJ
american_scientific_journal-11432	12	9	decisions	decision	NOUN
american_scientific_journal-11432	12	10	and	and	CCONJ
american_scientific_journal-11432	12	11	predictions	prediction	NOUN
american_scientific_journal-11432	12	12	are	be	AUX
american_scientific_journal-11432	12	13	artificial	artificial	ADJ
american_scientific_journal-11432	12	14	intelligence	intelligence	NOUN
american_scientific_journal-11432	12	15	(	(	PUNCT
american_scientific_journal-11432	12	16	ai	ai	NOUN
american_scientific_journal-11432	12	17	)	)	PUNCT
american_scientific_journal-11432	12	18	and	and	CCONJ
american_scientific_journal-11432	12	19	machine	machine	NOUN
american_scientific_journal-11432	12	20	learning	learning	NOUN
american_scientific_journal-11432	12	21	(	(	PUNCT
american_scientific_journal-11432	12	22	ml	ml	NOUN
american_scientific_journal-11432	12	23	)	)	PUNCT
american_scientific_journal-11432	12	24	.	.	PUNCT
american_scientific_journal-11432	13	1	machine	machine	NOUN
american_scientific_journal-11432	13	2	learning	learning	NOUN
american_scientific_journal-11432	13	3	(	(	PUNCT
american_scientific_journal-11432	13	4	ml	ml	NOUN
american_scientific_journal-11432	13	5	)	)	PUNCT
american_scientific_journal-11432	13	6	is	be	AUX
american_scientific_journal-11432	13	7	a	a	DET
american_scientific_journal-11432	13	8	field	field	NOUN
american_scientific_journal-11432	13	9	of	of	ADP
american_scientific_journal-11432	13	10	inquiring	inquire	VERB
american_scientific_journal-11432	13	11	,	,	PUNCT
american_scientific_journal-11432	13	12	learning	learning	NOUN
american_scientific_journal-11432	13	13	,	,	PUNCT
american_scientific_journal-11432	13	14	and	and	CCONJ
american_scientific_journal-11432	13	15	interpreting	interpreting	NOUN
american_scientific_journal-11432	13	16	,	,	PUNCT
american_scientific_journal-11432	13	17	and	and	CCONJ
american_scientific_journal-11432	13	18	it	it	PRON
american_scientific_journal-11432	13	19	is	be	AUX
american_scientific_journal-11432	13	20	the	the	DET
american_scientific_journal-11432	13	21	sole	sole	ADJ
american_scientific_journal-11432	13	22	aim	aim	NOUN
american_scientific_journal-11432	13	23	of	of	ADP
american_scientific_journal-11432	13	24	the	the	DET
american_scientific_journal-11432	13	25	system	system	NOUN
american_scientific_journal-11432	13	26	(	(	PUNCT
american_scientific_journal-11432	13	27	machine	machine	NOUN
american_scientific_journal-11432	13	28	)	)	PUNCT
american_scientific_journal-11432	13	29	being	be	AUX
american_scientific_journal-11432	13	30	trained	train	VERB
american_scientific_journal-11432	13	31	for	for	ADP
american_scientific_journal-11432	13	32	.	.	PUNCT
american_scientific_journal-11432	14	1	“	"	PUNCT
american_scientific_journal-11432	14	2	it	it	PRON
american_scientific_journal-11432	14	3	is	be	AUX
american_scientific_journal-11432	14	4	a	a	DET
american_scientific_journal-11432	14	5	field	field	NOUN
american_scientific_journal-11432	14	6	of	of	ADP
american_scientific_journal-11432	14	7	inquiry	inquiry	NOUN
american_scientific_journal-11432	14	8	devoted	devote	VERB
american_scientific_journal-11432	14	9	to	to	ADP
american_scientific_journal-11432	14	10	understanding	understanding	NOUN
american_scientific_journal-11432	14	11	and	and	CCONJ
american_scientific_journal-11432	14	12	building	building	NOUN
american_scientific_journal-11432	14	13	methods	method	NOUN
american_scientific_journal-11432	14	14	,	,	PUNCT
american_scientific_journal-11432	14	15	methods	method	NOUN
american_scientific_journal-11432	14	16	that	that	PRON
american_scientific_journal-11432	14	17	model	model	NOUN
american_scientific_journal-11432	14	18	data	datum	NOUN
american_scientific_journal-11432	14	19	to	to	PART
american_scientific_journal-11432	14	20	enhance	enhance	VERB
american_scientific_journal-11432	14	21	performance	performance	NOUN
american_scientific_journal-11432	14	22	on	on	ADP
american_scientific_journal-11432	14	23	some	some	DET
american_scientific_journal-11432	14	24	set	set	NOUN
american_scientific_journal-11432	14	25	of	of	ADP
american_scientific_journal-11432	14	26	tasks”[1	tasks”[1	NOUN
american_scientific_journal-11432	14	27	]	]	PUNCT
american_scientific_journal-11432	14	28	.	.	PUNCT
american_scientific_journal-11432	15	1	in	in	ADP
american_scientific_journal-11432	15	2	some	some	DET
american_scientific_journal-11432	15	3	parts	part	NOUN
american_scientific_journal-11432	15	4	of	of	ADP
american_scientific_journal-11432	15	5	the	the	DET
american_scientific_journal-11432	15	6	world	world	NOUN
american_scientific_journal-11432	15	7	,	,	PUNCT
american_scientific_journal-11432	15	8	little	little	ADJ
american_scientific_journal-11432	15	9	attention	attention	NOUN
american_scientific_journal-11432	15	10	or	or	CCONJ
american_scientific_journal-11432	15	11	zero	zero	NUM
american_scientific_journal-11432	15	12	attention	attention	NOUN
american_scientific_journal-11432	15	13	is	be	AUX
american_scientific_journal-11432	15	14	given	give	VERB
american_scientific_journal-11432	15	15	to	to	ADP
american_scientific_journal-11432	15	16	background	background	NOUN
american_scientific_journal-11432	15	17	radiation	radiation	NOUN
american_scientific_journal-11432	15	18	,	,	PUNCT
american_scientific_journal-11432	15	19	which	which	PRON
american_scientific_journal-11432	15	20	is	be	AUX
american_scientific_journal-11432	15	21	hazardous	hazardous	ADJ
american_scientific_journal-11432	15	22	to	to	ADP
american_scientific_journal-11432	15	23	life	life	NOUN
american_scientific_journal-11432	15	24	and	and	CCONJ
american_scientific_journal-11432	15	25	our	our	PRON
american_scientific_journal-11432	15	26	environment	environment	NOUN
american_scientific_journal-11432	15	27	.	.	PUNCT
american_scientific_journal-11432	16	1	background	background	NOUN
american_scientific_journal-11432	16	2	radiation	radiation	NOUN
american_scientific_journal-11432	16	3	is	be	AUX
american_scientific_journal-11432	16	4	the	the	DET
american_scientific_journal-11432	16	5	amount	amount	NOUN
american_scientific_journal-11432	16	6	of	of	ADP
american_scientific_journal-11432	16	7	ionizing	ionize	VERB
american_scientific_journal-11432	16	8	radiation	radiation	NOUN
american_scientific_journal-11432	16	9	present	present	ADJ
american_scientific_journal-11432	16	10	in	in	ADP
american_scientific_journal-11432	16	11	the	the	DET
american_scientific_journal-11432	16	12	environment	environment	NOUN
american_scientific_journal-11432	16	13	at	at	ADP
american_scientific_journal-11432	16	14	a	a	DET
american_scientific_journal-11432	16	15	particular	particular	ADJ
american_scientific_journal-11432	16	16	location	location	NOUN
american_scientific_journal-11432	16	17	which	which	PRON
american_scientific_journal-11432	16	18	is	be	AUX
american_scientific_journal-11432	16	19	not	not	PART
american_scientific_journal-11432	16	20	due	due	ADJ
american_scientific_journal-11432	16	21	to	to	ADP
american_scientific_journal-11432	16	22	the	the	DET
american_scientific_journal-11432	16	23	deliberate	deliberate	ADJ
american_scientific_journal-11432	16	24	introduction	introduction	NOUN
american_scientific_journal-11432	16	25	of	of	ADP
american_scientific_journal-11432	16	26	radiation	radiation	NOUN
american_scientific_journal-11432	16	27	sources	source	NOUN
american_scientific_journal-11432	16	28	.	.	PUNCT
american_scientific_journal-11432	17	1	background	background	NOUN
american_scientific_journal-11432	17	2	radiation	radiation	NOUN
american_scientific_journal-11432	17	3	is	be	AUX
american_scientific_journal-11432	17	4	also	also	ADV
american_scientific_journal-11432	17	5	the	the	DET
american_scientific_journal-11432	17	6	intensity	intensity	NOUN
american_scientific_journal-11432	17	7	of	of	ADP
american_scientific_journal-11432	17	8	ionizing	ionize	VERB
american_scientific_journal-11432	17	9	radiation	radiation	NOUN
american_scientific_journal-11432	17	10	in	in	ADP
american_scientific_journal-11432	17	11	a	a	DET
american_scientific_journal-11432	17	12	particular	particular	ADJ
american_scientific_journal-11432	17	13	area	area	NOUN
american_scientific_journal-11432	17	14	per	per	ADP
american_scientific_journal-11432	17	15	unit	unit	NOUN
american_scientific_journal-11432	17	16	of	of	ADP
american_scientific_journal-11432	17	17	time	time	NOUN
american_scientific_journal-11432	17	18	(	(	PUNCT
american_scientific_journal-11432	17	19	hour	hour	NOUN
american_scientific_journal-11432	17	20	)	)	PUNCT
american_scientific_journal-11432	17	21	.	.	PUNCT
american_scientific_journal-11432	18	1	background	background	NOUN
american_scientific_journal-11432	18	2	radiation	radiation	NOUN
american_scientific_journal-11432	18	3	originates	originate	NOUN
american_scientific_journal-11432	18	4	from	from	ADP
american_scientific_journal-11432	18	5	a	a	DET
american_scientific_journal-11432	18	6	variety	variety	NOUN
american_scientific_journal-11432	18	7	of	of	ADP
american_scientific_journal-11432	18	8	sources	source	NOUN
american_scientific_journal-11432	18	9	,	,	PUNCT
american_scientific_journal-11432	18	10	both	both	CCONJ
american_scientific_journal-11432	18	11	natural	natural	ADJ
american_scientific_journal-11432	18	12	and	and	CCONJ
american_scientific_journal-11432	18	13	artificial	artificial	ADJ
american_scientific_journal-11432	18	14	.	.	PUNCT
american_scientific_journal-11432	19	1	these	these	PRON
american_scientific_journal-11432	19	2	include	include	VERB
american_scientific_journal-11432	19	3	cosmic	cosmic	ADJ
american_scientific_journal-11432	19	4	radiation	radiation	NOUN
american_scientific_journal-11432	19	5	and	and	CCONJ
american_scientific_journal-11432	19	6	environmental	environmental	ADJ
american_scientific_journal-11432	19	7	radioactivity	radioactivity	NOUN
american_scientific_journal-11432	19	8	such	such	ADJ
american_scientific_journal-11432	19	9	as	as	ADP
american_scientific_journal-11432	19	10	naturally	naturally	ADV
american_scientific_journal-11432	19	11	occurring	occur	VERB
american_scientific_journal-11432	19	12	radioactive	radioactive	ADJ
american_scientific_journal-11432	19	13	materials	material	NOUN
american_scientific_journal-11432	19	14	(	(	PUNCT
american_scientific_journal-11432	19	15	norms	norm	NOUN
american_scientific_journal-11432	19	16	)	)	PUNCT
american_scientific_journal-11432	19	17	including	include	VERB
american_scientific_journal-11432	19	18	radon	radon	NOUN
american_scientific_journal-11432	19	19	and	and	CCONJ
american_scientific_journal-11432	19	20	radium	radium	NOUN
american_scientific_journal-11432	19	21	,	,	PUNCT
american_scientific_journal-11432	19	22	and	and	CCONJ
american_scientific_journal-11432	19	23	man	man	NOUN
american_scientific_journal-11432	19	24	-	-	PUNCT
american_scientific_journal-11432	19	25	made	make	VERB
american_scientific_journal-11432	19	26	fallout	fallout	NOUN
american_scientific_journal-11432	19	27	from	from	ADP
american_scientific_journal-11432	19	28	nuclear	nuclear	ADJ
american_scientific_journal-11432	19	29	weapons	weapon	NOUN
american_scientific_journal-11432	19	30	testing	testing	NOUN
american_scientific_journal-11432	19	31	and	and	CCONJ
american_scientific_journal-11432	19	32	nuclear	nuclear	ADJ
american_scientific_journal-11432	19	33	accidents	accident	NOUN
american_scientific_journal-11432	19	34	.	.	PUNCT
american_scientific_journal-11432	20	1	radionuclides	radionuclide	NOUN
american_scientific_journal-11432	20	2	or	or	CCONJ
american_scientific_journal-11432	20	3	radioisotopes	radioisotope	NOUN
american_scientific_journal-11432	20	4	are	be	AUX
american_scientific_journal-11432	20	5	the	the	DET
american_scientific_journal-11432	20	6	main	main	ADJ
american_scientific_journal-11432	20	7	elements	element	NOUN
american_scientific_journal-11432	20	8	that	that	PRON
american_scientific_journal-11432	20	9	cause	cause	VERB
american_scientific_journal-11432	20	10	ionizing	ionize	VERB
american_scientific_journal-11432	20	11	radiation	radiation	NOUN
american_scientific_journal-11432	20	12	.	.	PUNCT
american_scientific_journal-11432	21	1	these	these	DET
american_scientific_journal-11432	21	2	radioisotopes	radioisotope	NOUN
american_scientific_journal-11432	21	3	are	be	AUX
american_scientific_journal-11432	21	4	heavy	heavy	ADJ
american_scientific_journal-11432	21	5	nuclei	nucleus	NOUN
american_scientific_journal-11432	21	6	and	and	CCONJ
american_scientific_journal-11432	21	7	unstable	unstable	ADJ
american_scientific_journal-11432	21	8	atoms	atom	NOUN
american_scientific_journal-11432	21	9	that	that	PRON
american_scientific_journal-11432	21	10	have	have	VERB
american_scientific_journal-11432	21	11	high	high	ADJ
american_scientific_journal-11432	21	12	amounts	amount	NOUN
american_scientific_journal-11432	21	13	of	of	ADP
american_scientific_journal-11432	21	14	energy	energy	NOUN
american_scientific_journal-11432	21	15	.	.	PUNCT
american_scientific_journal-11432	22	1	there	there	PRON
american_scientific_journal-11432	22	2	are	be	VERB
american_scientific_journal-11432	22	3	classes	class	NOUN
american_scientific_journal-11432	22	4	of	of	ADP
american_scientific_journal-11432	22	5	nuclei	nucleus	NOUN
american_scientific_journal-11432	22	6	which	which	PRON
american_scientific_journal-11432	22	7	are	be	AUX
american_scientific_journal-11432	22	8	numerous	numerous	ADJ
american_scientific_journal-11432	22	9	and	and	CCONJ
american_scientific_journal-11432	22	10	unstable	unstable	ADJ
american_scientific_journal-11432	22	11	elements	element	NOUN
american_scientific_journal-11432	22	12	.	.	PUNCT
american_scientific_journal-11432	23	1	they	they	PRON
american_scientific_journal-11432	23	2	break	break	VERB
american_scientific_journal-11432	23	3	up	up	ADP
american_scientific_journal-11432	23	4	or	or	CCONJ
american_scientific_journal-11432	23	5	disintegrate	disintegrate	VERB
american_scientific_journal-11432	23	6	spontaneously	spontaneously	ADV
american_scientific_journal-11432	23	7	by	by	ADP
american_scientific_journal-11432	23	8	emitting	emit	VERB
american_scientific_journal-11432	23	9	some	some	DET
american_scientific_journal-11432	23	10	corpuscular	corpuscular	NOUN
american_scientific_journal-11432	23	11	or	or	CCONJ
american_scientific_journal-11432	23	12	electromagnetic	electromagnetic	ADJ
american_scientific_journal-11432	23	13	radiation	radiation	NOUN
american_scientific_journal-11432	23	14	of	of	ADP
american_scientific_journal-11432	23	15	very	very	ADV
american_scientific_journal-11432	23	16	high	high	ADJ
american_scientific_journal-11432	23	17	energy	energy	NOUN
american_scientific_journal-11432	23	18	.	.	PUNCT
american_scientific_journal-11432	24	1	in	in	ADP
american_scientific_journal-11432	24	2	the	the	DET
american_scientific_journal-11432	24	3	first	first	ADJ
american_scientific_journal-11432	24	4	case	case	NOUN
american_scientific_journal-11432	24	5	,	,	PUNCT
american_scientific_journal-11432	24	6	the	the	DET
american_scientific_journal-11432	24	7	atomic	atomic	ADJ
american_scientific_journal-11432	24	8	number	number	NOUN
american_scientific_journal-11432	24	9	z	z	PROPN
american_scientific_journal-11432	24	10	or	or	CCONJ
american_scientific_journal-11432	24	11	the	the	DET
american_scientific_journal-11432	24	12	mass	mass	ADJ
american_scientific_journal-11432	24	13	number	number	NOUN
american_scientific_journal-11432	24	14	a	a	PRON
american_scientific_journal-11432	24	15	or	or	CCONJ
american_scientific_journal-11432	24	16	both	both	PRON
american_scientific_journal-11432	24	17	,	,	PUNCT
american_scientific_journal-11432	24	18	of	of	ADP
american_scientific_journal-11432	24	19	the	the	DET
american_scientific_journal-11432	24	20	nucleus	nucleus	NOUN
american_scientific_journal-11432	24	21	change	change	NOUN
american_scientific_journal-11432	24	22	,	,	PUNCT
american_scientific_journal-11432	24	23	thereby	thereby	ADV
american_scientific_journal-11432	24	24	producing	produce	VERB
american_scientific_journal-11432	24	25	an	an	DET
american_scientific_journal-11432	24	26	altogether	altogether	ADV
american_scientific_journal-11432	24	27	new	new	ADJ
american_scientific_journal-11432	24	28	nucleus	nucleus	NOUN
american_scientific_journal-11432	24	29	.	.	PUNCT
american_scientific_journal-11432	25	1	in	in	ADP
american_scientific_journal-11432	25	2	the	the	DET
american_scientific_journal-11432	25	3	second	second	ADJ
american_scientific_journal-11432	25	4	case	case	NOUN
american_scientific_journal-11432	25	5	,	,	PUNCT
american_scientific_journal-11432	25	6	the	the	DET
american_scientific_journal-11432	25	7	nucleus	nucleus	NOUN
american_scientific_journal-11432	25	8	makes	make	VERB
american_scientific_journal-11432	25	9	a	a	DET
american_scientific_journal-11432	25	10	transition	transition	NOUN
american_scientific_journal-11432	25	11	from	from	ADP
american_scientific_journal-11432	25	12	a	a	DET
american_scientific_journal-11432	25	13	quantum	quantum	ADJ
american_scientific_journal-11432	25	14	state	state	NOUN
american_scientific_journal-11432	25	15	of	of	ADP
american_scientific_journal-11432	25	16	higher	high	ADJ
american_scientific_journal-11432	25	17	energy	energy	NOUN
american_scientific_journal-11432	25	18	to	to	ADP
american_scientific_journal-11432	25	19	one	one	NUM
american_scientific_journal-11432	25	20	of	of	ADP
american_scientific_journal-11432	25	21	lower	low	ADJ
american_scientific_journal-11432	25	22	energy	energy	NOUN
american_scientific_journal-11432	25	23	.	.	PUNCT
american_scientific_journal-11432	26	1	this	this	DET
american_scientific_journal-11432	26	2	spontaneous	spontaneous	ADJ
american_scientific_journal-11432	26	3	transformation	transformation	NOUN
american_scientific_journal-11432	26	4	of	of	ADP
american_scientific_journal-11432	26	5	a	a	DET
american_scientific_journal-11432	26	6	nucleus	nucleus	NOUN
american_scientific_journal-11432	26	7	is	be	AUX
american_scientific_journal-11432	26	8	known	know	VERB
american_scientific_journal-11432	26	9	as	as	ADP
american_scientific_journal-11432	26	10	radioactivity	radioactivity	NOUN
american_scientific_journal-11432	26	11	which	which	PRON
american_scientific_journal-11432	26	12	was	be	AUX
american_scientific_journal-11432	26	13	the	the	DET
american_scientific_journal-11432	26	14	first	first	ADJ
american_scientific_journal-11432	26	15	nuclear	nuclear	ADJ
american_scientific_journal-11432	26	16	phenomenon	phenomenon	NOUN
american_scientific_journal-11432	26	17	to	to	PART
american_scientific_journal-11432	26	18	be	be	AUX
american_scientific_journal-11432	26	19	discovered[2	discovered[2	NOUN
american_scientific_journal-11432	26	20	]	]	PUNCT
american_scientific_journal-11432	26	21	.	.	PUNCT
american_scientific_journal-11432	27	1	radionuclides	radionuclide	NOUN
american_scientific_journal-11432	27	2	or	or	CCONJ
american_scientific_journal-11432	27	3	radioisotopes	radioisotope	NOUN
american_scientific_journal-11432	27	4	are	be	AUX
american_scientific_journal-11432	27	5	the	the	DET
american_scientific_journal-11432	27	6	main	main	ADJ
american_scientific_journal-11432	27	7	elements	element	NOUN
american_scientific_journal-11432	27	8	that	that	PRON
american_scientific_journal-11432	27	9	cause	cause	VERB
american_scientific_journal-11432	27	10	ionizing	ionize	VERB
american_scientific_journal-11432	27	11	radiation	radiation	NOUN
american_scientific_journal-11432	27	12	.	.	PUNCT
american_scientific_journal-11432	28	1	these	these	DET
american_scientific_journal-11432	28	2	radioisotopes	radioisotope	NOUN
american_scientific_journal-11432	28	3	are	be	AUX
american_scientific_journal-11432	28	4	heavy	heavy	ADJ
american_scientific_journal-11432	28	5	nucleus	nucleus	ADJ
american_scientific_journal-11432	28	6	unstable	unstable	ADJ
american_scientific_journal-11432	28	7	atoms	atom	NOUN
american_scientific_journal-11432	28	8	having	have	VERB
american_scientific_journal-11432	28	9	high	high	ADJ
american_scientific_journal-11432	28	10	amounts	amount	NOUN
american_scientific_journal-11432	28	11	of	of	ADP
american_scientific_journal-11432	28	12	energy	energy	NOUN
american_scientific_journal-11432	28	13	.	.	PUNCT
american_scientific_journal-11432	29	1	there	there	PRON
american_scientific_journal-11432	29	2	are	be	VERB
american_scientific_journal-11432	29	3	classes	class	NOUN
american_scientific_journal-11432	29	4	of	of	ADP
american_scientific_journal-11432	29	5	nuclei	nucleus	NOUN
american_scientific_journal-11432	29	6	which	which	PRON
american_scientific_journal-11432	29	7	are	be	AUX
american_scientific_journal-11432	29	8	numerous	numerous	ADJ
american_scientific_journal-11432	29	9	and	and	CCONJ
american_scientific_journal-11432	29	10	unstable	unstable	ADJ
american_scientific_journal-11432	29	11	elements	element	NOUN
american_scientific_journal-11432	29	12	.	.	PUNCT
american_scientific_journal-11432	30	1	they	they	PRON
american_scientific_journal-11432	30	2	break	break	VERB
american_scientific_journal-11432	30	3	up	up	ADP
american_scientific_journal-11432	30	4	or	or	CCONJ
american_scientific_journal-11432	30	5	disintegrate	disintegrate	VERB
american_scientific_journal-11432	30	6	spontaneously	spontaneously	ADV
american_scientific_journal-11432	30	7	with	with	ADP
american_scientific_journal-11432	30	8	the	the	DET
american_scientific_journal-11432	30	9	emission	emission	NOUN
american_scientific_journal-11432	30	10	of	of	ADP
american_scientific_journal-11432	30	11	some	some	DET
american_scientific_journal-11432	30	12	corpuscular	corpuscular	NOUN
american_scientific_journal-11432	30	13	or	or	CCONJ
american_scientific_journal-11432	30	14	electromagnetic	electromagnetic	ADJ
american_scientific_journal-11432	30	15	radiation	radiation	NOUN
american_scientific_journal-11432	30	16	of	of	ADP
american_scientific_journal-11432	30	17	very	very	ADV
american_scientific_journal-11432	30	18	high	high	ADJ
american_scientific_journal-11432	30	19	energy	energy	NOUN
american_scientific_journal-11432	30	20	.	.	PUNCT
american_scientific_journal-11432	31	1	in	in	ADP
american_scientific_journal-11432	31	2	the	the	DET
american_scientific_journal-11432	31	3	first	first	ADJ
american_scientific_journal-11432	31	4	case	case	NOUN
american_scientific_journal-11432	31	5	either	either	ADV
american_scientific_journal-11432	31	6	,	,	PUNCT
american_scientific_journal-11432	31	7	the	the	DET
american_scientific_journal-11432	31	8	atomic	atomic	ADJ
american_scientific_journal-11432	31	9	number	number	NOUN
american_scientific_journal-11432	31	10	z	z	PROPN
american_scientific_journal-11432	31	11	or	or	CCONJ
american_scientific_journal-11432	31	12	the	the	DET
american_scientific_journal-11432	31	13	mass	mass	ADJ
american_scientific_journal-11432	31	14	number	number	NOUN
american_scientific_journal-11432	31	15	a	a	PRON
american_scientific_journal-11432	31	16	or	or	CCONJ
american_scientific_journal-11432	31	17	both	both	PRON
american_scientific_journal-11432	31	18	,	,	PUNCT
american_scientific_journal-11432	31	19	of	of	ADP
american_scientific_journal-11432	31	20	the	the	DET
american_scientific_journal-11432	31	21	nucleus	nucleus	NOUN
american_scientific_journal-11432	31	22	change	change	NOUN
american_scientific_journal-11432	31	23	,	,	PUNCT
american_scientific_journal-11432	31	24	thereby	thereby	ADV
american_scientific_journal-11432	31	25	producing	produce	VERB
american_scientific_journal-11432	31	26	an	an	DET
american_scientific_journal-11432	31	27	altogether	altogether	ADV
american_scientific_journal-11432	31	28	new	new	ADJ
american_scientific_journal-11432	31	29	nucleus	nucleus	NOUN
american_scientific_journal-11432	31	30	.	.	PUNCT
american_scientific_journal-11432	32	1	in	in	ADP
american_scientific_journal-11432	32	2	the	the	DET
american_scientific_journal-11432	32	3	second	second	ADJ
american_scientific_journal-11432	32	4	case	case	NOUN
american_scientific_journal-11432	32	5	,	,	PUNCT
american_scientific_journal-11432	32	6	the	the	DET
american_scientific_journal-11432	32	7	nucleus	nucleus	NOUN
american_scientific_journal-11432	32	8	makes	make	VERB
american_scientific_journal-11432	32	9	a	a	DET
american_scientific_journal-11432	32	10	transition	transition	NOUN
american_scientific_journal-11432	32	11	from	from	ADP
american_scientific_journal-11432	32	12	a	a	DET
american_scientific_journal-11432	32	13	quantum	quantum	ADJ
american_scientific_journal-11432	32	14	state	state	NOUN
american_scientific_journal-11432	32	15	of	of	ADP
american_scientific_journal-11432	32	16	higher	high	ADJ
american_scientific_journal-11432	32	17	energy	energy	NOUN
american_scientific_journal-11432	32	18	to	to	ADP
american_scientific_journal-11432	32	19	one	one	NUM
american_scientific_journal-11432	32	20	of	of	ADP
american_scientific_journal-11432	32	21	lower	low	ADJ
american_scientific_journal-11432	32	22	energy	energy	NOUN
american_scientific_journal-11432	32	23	.	.	PUNCT
american_scientific_journal-11432	33	1	this	this	DET
american_scientific_journal-11432	33	2	spontaneous	spontaneous	ADJ
american_scientific_journal-11432	33	3	transformation	transformation	NOUN
american_scientific_journal-11432	33	4	of	of	ADP
american_scientific_journal-11432	33	5	a	a	DET
american_scientific_journal-11432	33	6	nucleus	nucleus	NOUN
american_scientific_journal-11432	33	7	is	be	AUX
american_scientific_journal-11432	33	8	known	know	VERB
american_scientific_journal-11432	33	9	as	as	ADP
american_scientific_journal-11432	33	10	radioactivity	radioactivity	NOUN
american_scientific_journal-11432	33	11	which	which	PRON
american_scientific_journal-11432	33	12	was	be	AUX
american_scientific_journal-11432	33	13	the	the	DET
american_scientific_journal-11432	33	14	first	first	ADJ
american_scientific_journal-11432	33	15	nuclear	nuclear	ADJ
american_scientific_journal-11432	33	16	phenomenon	phenomenon	NOUN
american_scientific_journal-11432	33	17	to	to	PART
american_scientific_journal-11432	33	18	be	be	AUX
american_scientific_journal-11432	33	19	discovered[2	discovered[2	NOUN
american_scientific_journal-11432	33	20	]	]	PUNCT
american_scientific_journal-11432	33	21	.	.	PUNCT
american_scientific_journal-11432	34	1	the	the	DET
american_scientific_journal-11432	34	2	content	content	NOUN
american_scientific_journal-11432	34	3	of	of	ADP
american_scientific_journal-11432	34	4	radioactive	radioactive	ADJ
american_scientific_journal-11432	34	5	material	material	NOUN
american_scientific_journal-11432	34	6	is	be	AUX
american_scientific_journal-11432	34	7	found	find	VERB
american_scientific_journal-11432	34	8	throughout	throughout	ADP
american_scientific_journal-11432	34	9	nature	nature	NOUN
american_scientific_journal-11432	34	10	and	and	CCONJ
american_scientific_journal-11432	34	11	detectable	detectable	ADJ
american_scientific_journal-11432	34	12	amounts	amount	NOUN
american_scientific_journal-11432	34	13	occur	occur	VERB
american_scientific_journal-11432	34	14	naturally	naturally	ADV
american_scientific_journal-11432	34	15	in	in	SCONJ
american_scientific_journal-11432	34	16	soil	soil	NOUN
american_scientific_journal-11432	34	17	,	,	PUNCT
american_scientific_journal-11432	34	18	rocks	rock	NOUN
american_scientific_journal-11432	34	19	,	,	PUNCT
american_scientific_journal-11432	34	20	water	water	NOUN
american_scientific_journal-11432	34	21	,	,	PUNCT
american_scientific_journal-11432	34	22	air	air	NOUN
american_scientific_journal-11432	34	23	,	,	PUNCT
american_scientific_journal-11432	34	24	and	and	CCONJ
american_scientific_journal-11432	34	25	vegetation	vegetation	NOUN
american_scientific_journal-11432	34	26	,	,	PUNCT
american_scientific_journal-11432	34	27	from	from	ADP
american_scientific_journal-11432	34	28	which	which	PRON
american_scientific_journal-11432	34	29	it	it	PRON
american_scientific_journal-11432	34	30	is	be	AUX
american_scientific_journal-11432	34	31	inhaled	inhale	VERB
american_scientific_journal-11432	34	32	and	and	CCONJ
american_scientific_journal-11432	34	33	ingested	ingest	VERB
american_scientific_journal-11432	34	34	into	into	ADP
american_scientific_journal-11432	34	35	the	the	DET
american_scientific_journal-11432	34	36	body	body	NOUN
american_scientific_journal-11432	34	37	.	.	PUNCT
american_scientific_journal-11432	35	1	unknowingly	unknowingly	ADV
american_scientific_journal-11432	35	2	,	,	PUNCT
american_scientific_journal-11432	35	3	this	this	PRON
american_scientific_journal-11432	35	4	is	be	AUX
american_scientific_journal-11432	35	5	one	one	NUM
american_scientific_journal-11432	35	6	of	of	ADP
american_scientific_journal-11432	35	7	the	the	DET
american_scientific_journal-11432	35	8	major	major	ADJ
american_scientific_journal-11432	35	9	causes	cause	NOUN
american_scientific_journal-11432	35	10	of	of	ADP
american_scientific_journal-11432	35	11	medical	medical	ADJ
american_scientific_journal-11432	35	12	complications	complication	NOUN
american_scientific_journal-11432	35	13	and	and	CCONJ
american_scientific_journal-11432	35	14	even	even	ADV
american_scientific_journal-11432	35	15	radiation	radiation	NOUN
american_scientific_journal-11432	35	16	exposure	exposure	NOUN
american_scientific_journal-11432	35	17	to	to	ADP
american_scientific_journal-11432	35	18	background	background	NOUN
american_scientific_journal-11432	35	19	radiation	radiation	NOUN
american_scientific_journal-11432	35	20	is	be	AUX
american_scientific_journal-11432	35	21	another	another	DET
american_scientific_journal-11432	35	22	worse	bad	ADJ
american_scientific_journal-11432	35	23	unknown	unknown	ADJ
american_scientific_journal-11432	35	24	case	case	NOUN
american_scientific_journal-11432	35	25	.	.	PUNCT
american_scientific_journal-11432	36	1	in	in	ADP
american_scientific_journal-11432	36	2	addition	addition	NOUN
american_scientific_journal-11432	36	3	to	to	ADP
american_scientific_journal-11432	36	4	this	this	DET
american_scientific_journal-11432	36	5	internal	internal	ADJ
american_scientific_journal-11432	36	6	exposure	exposure	NOUN
american_scientific_journal-11432	36	7	which	which	PRON
american_scientific_journal-11432	36	8	occurs	occur	VERB
american_scientific_journal-11432	36	9	due	due	ADJ
american_scientific_journal-11432	36	10	to	to	ADP
american_scientific_journal-11432	36	11	ingestion	ingestion	NOUN
american_scientific_journal-11432	36	12	and	and	CCONJ
american_scientific_journal-11432	36	13	inhalation	inhalation	NOUN
american_scientific_journal-11432	36	14	,	,	PUNCT
american_scientific_journal-11432	36	15	humans	human	NOUN
american_scientific_journal-11432	36	16	also	also	ADV
american_scientific_journal-11432	36	17	receive	receive	VERB
american_scientific_journal-11432	36	18	external	external	ADJ
american_scientific_journal-11432	36	19	exposure	exposure	NOUN
american_scientific_journal-11432	36	20	from	from	ADP
american_scientific_journal-11432	36	21	radioactive	radioactive	ADJ
american_scientific_journal-11432	36	22	materials	material	NOUN
american_scientific_journal-11432	36	23	that	that	PRON
american_scientific_journal-11432	36	24	remain	remain	VERB
american_scientific_journal-11432	36	25	outside	outside	ADP
american_scientific_journal-11432	36	26	the	the	DET
american_scientific_journal-11432	36	27	body	body	NOUN
american_scientific_journal-11432	36	28	and	and	CCONJ
american_scientific_journal-11432	36	29	from	from	ADP
american_scientific_journal-11432	36	30	cosmic	cosmic	ADJ
american_scientific_journal-11432	36	31	radiation	radiation	NOUN
american_scientific_journal-11432	36	32	from	from	ADP
american_scientific_journal-11432	36	33	space	space	NOUN
american_scientific_journal-11432	36	34	.	.	PUNCT
american_scientific_journal-11432	37	1	the	the	DET
american_scientific_journal-11432	37	2	worldwide	worldwide	ADJ
american_scientific_journal-11432	37	3	average	average	ADJ
american_scientific_journal-11432	37	4	natural	natural	ADJ
american_scientific_journal-11432	37	5	dose	dose	NOUN
american_scientific_journal-11432	37	6	to	to	ADP
american_scientific_journal-11432	37	7	humans	human	NOUN
american_scientific_journal-11432	37	8	is	be	AUX
american_scientific_journal-11432	37	9	about	about	ADV
american_scientific_journal-11432	37	10	2.4	2.4	NUM
american_scientific_journal-11432	37	11	msv	msv	X
american_scientific_journal-11432	37	12	(	(	PUNCT
american_scientific_journal-11432	37	13	240	240	NUM
american_scientific_journal-11432	37	14	mrem	mrem	NOUN
american_scientific_journal-11432	37	15	)	)	PUNCT
american_scientific_journal-11432	37	16	per	per	ADP
american_scientific_journal-11432	37	17	year[3	year[3	NOUN
american_scientific_journal-11432	37	18	]	]	PUNCT
american_scientific_journal-11432	37	19	.	.	PUNCT
american_scientific_journal-11432	38	1	this	this	PRON
american_scientific_journal-11432	38	2	is	be	AUX
american_scientific_journal-11432	38	3	four	four	NUM
american_scientific_journal-11432	38	4	times	time	NOUN
american_scientific_journal-11432	38	5	the	the	DET
american_scientific_journal-11432	38	6	worldwide	worldwide	ADJ
american_scientific_journal-11432	38	7	average	average	ADJ
american_scientific_journal-11432	38	8	artificial	artificial	ADJ
american_scientific_journal-11432	38	9	radiation	radiation	NOUN
american_scientific_journal-11432	38	10	exposure	exposure	NOUN
american_scientific_journal-11432	38	11	,	,	PUNCT
american_scientific_journal-11432	38	12	which	which	PRON
american_scientific_journal-11432	38	13	in	in	ADP
american_scientific_journal-11432	38	14	2008	2008	NUM
american_scientific_journal-11432	38	15	amounted	amount	VERB
american_scientific_journal-11432	38	16	to	to	ADP
american_scientific_journal-11432	38	17	about	about	ADV
american_scientific_journal-11432	38	18	0.6	0.6	NUM
american_scientific_journal-11432	38	19	american	american	ADJ
american_scientific_journal-11432	38	20	academic	academic	ADJ
american_scientific_journal-11432	38	21	scientific	scientific	ADJ
american_scientific_journal-11432	38	22	research	research	NOUN
american_scientific_journal-11432	38	23	journal	journal	NOUN
american_scientific_journal-11432	38	24	for	for	ADP
american_scientific_journal-11432	38	25	engineering	engineering	NOUN
american_scientific_journal-11432	38	26	,	,	PUNCT
american_scientific_journal-11432	38	27	technology	technology	NOUN
american_scientific_journal-11432	38	28	,	,	PUNCT
american_scientific_journal-11432	38	29	and	and	CCONJ
american_scientific_journal-11432	38	30	sciences	science	NOUN
american_scientific_journal-11432	38	31	(	(	PUNCT
american_scientific_journal-11432	38	32	asrjets	asrjet	NOUN
american_scientific_journal-11432	38	33	)	)	PUNCT
american_scientific_journal-11432	38	34	volume	volume	NOUN
american_scientific_journal-11432	38	35	101	101	NUM
american_scientific_journal-11432	38	36	,	,	PUNCT
american_scientific_journal-11432	38	37	no	no	DET
american_scientific_journal-11432	38	38	1	1	NUM
american_scientific_journal-11432	38	39	,	,	PUNCT
american_scientific_journal-11432	38	40	pp	pp	ADV
american_scientific_journal-11432	38	41	71	71	NUM
american_scientific_journal-11432	38	42	-	-	SYM
american_scientific_journal-11432	38	43	96	96	NUM
american_scientific_journal-11432	38	44	73	73	NUM
american_scientific_journal-11432	38	45	millisieverts	millisievert	NOUN
american_scientific_journal-11432	38	46	(	(	PUNCT
american_scientific_journal-11432	38	47	60	60	NUM
american_scientific_journal-11432	38	48	mrem	mrem	NOUN
american_scientific_journal-11432	38	49	)	)	PUNCT
american_scientific_journal-11432	38	50	per	per	ADP
american_scientific_journal-11432	38	51	year	year	NOUN
american_scientific_journal-11432	38	52	.	.	PUNCT
american_scientific_journal-11432	39	1	in	in	ADP
american_scientific_journal-11432	39	2	some	some	DET
american_scientific_journal-11432	39	3	rich	rich	ADJ
american_scientific_journal-11432	39	4	countries	country	NOUN
american_scientific_journal-11432	39	5	,	,	PUNCT
american_scientific_journal-11432	39	6	like	like	ADP
american_scientific_journal-11432	39	7	the	the	DET
american_scientific_journal-11432	39	8	us	us	PROPN
american_scientific_journal-11432	39	9	and	and	CCONJ
american_scientific_journal-11432	39	10	japan	japan	PROPN
american_scientific_journal-11432	39	11	,	,	PUNCT
american_scientific_journal-11432	39	12	artificial	artificial	ADJ
american_scientific_journal-11432	39	13	exposure	exposure	NOUN
american_scientific_journal-11432	39	14	is	be	AUX
american_scientific_journal-11432	39	15	,	,	PUNCT
american_scientific_journal-11432	39	16	on	on	ADP
american_scientific_journal-11432	39	17	average	average	ADJ
american_scientific_journal-11432	39	18	,	,	PUNCT
american_scientific_journal-11432	39	19	greater	great	ADJ
american_scientific_journal-11432	39	20	than	than	ADP
american_scientific_journal-11432	39	21	natural	natural	ADJ
american_scientific_journal-11432	39	22	exposure	exposure	NOUN
american_scientific_journal-11432	39	23	,	,	PUNCT
american_scientific_journal-11432	39	24	due	due	ADP
american_scientific_journal-11432	39	25	to	to	ADP
american_scientific_journal-11432	39	26	greater	great	ADJ
american_scientific_journal-11432	39	27	access	access	NOUN
american_scientific_journal-11432	39	28	to	to	ADP
american_scientific_journal-11432	39	29	medical	medical	ADJ
american_scientific_journal-11432	39	30	imaging	imaging	NOUN
american_scientific_journal-11432	39	31	.	.	PUNCT
american_scientific_journal-11432	40	1	in	in	ADP
american_scientific_journal-11432	40	2	europe	europe	PROPN
american_scientific_journal-11432	40	3	,	,	PUNCT
american_scientific_journal-11432	40	4	average	average	ADJ
american_scientific_journal-11432	40	5	natural	natural	ADJ
american_scientific_journal-11432	40	6	background	background	NOUN
american_scientific_journal-11432	40	7	exposure	exposure	NOUN
american_scientific_journal-11432	40	8	by	by	ADP
american_scientific_journal-11432	40	9	country	country	NOUN
american_scientific_journal-11432	40	10	ranges	range	VERB
american_scientific_journal-11432	40	11	from	from	ADP
american_scientific_journal-11432	40	12	under	under	ADP
american_scientific_journal-11432	40	13	2	2	NUM
american_scientific_journal-11432	40	14	msv	msv	X
american_scientific_journal-11432	40	15	(	(	PUNCT
american_scientific_journal-11432	40	16	200	200	NUM
american_scientific_journal-11432	40	17	mrem	mrem	NOUN
american_scientific_journal-11432	40	18	)	)	PUNCT
american_scientific_journal-11432	40	19	annually	annually	ADV
american_scientific_journal-11432	40	20	in	in	ADP
american_scientific_journal-11432	40	21	the	the	DET
american_scientific_journal-11432	40	22	united	united	PROPN
american_scientific_journal-11432	40	23	kingdom	kingdom	NOUN
american_scientific_journal-11432	40	24	to	to	ADP
american_scientific_journal-11432	40	25	more	more	ADJ
american_scientific_journal-11432	40	26	than	than	ADP
american_scientific_journal-11432	40	27	7	7	NUM
american_scientific_journal-11432	40	28	msv	msv	X
american_scientific_journal-11432	40	29	(	(	PUNCT
american_scientific_journal-11432	40	30	700	700	NUM
american_scientific_journal-11432	40	31	mrem	mrem	NOUN
american_scientific_journal-11432	40	32	)	)	PUNCT
american_scientific_journal-11432	40	33	annually	annually	ADV
american_scientific_journal-11432	40	34	for	for	ADP
american_scientific_journal-11432	40	35	some	some	DET
american_scientific_journal-11432	40	36	groups	group	NOUN
american_scientific_journal-11432	40	37	of	of	ADP
american_scientific_journal-11432	40	38	people	people	NOUN
american_scientific_journal-11432	40	39	in	in	ADP
american_scientific_journal-11432	40	40	finland	finland	PROPN
american_scientific_journal-11432	41	1	[	[	X
american_scientific_journal-11432	41	2	4	4	NUM
american_scientific_journal-11432	41	3	]	]	PUNCT
american_scientific_journal-11432	41	4	.	.	PUNCT
american_scientific_journal-11432	42	1	the	the	DET
american_scientific_journal-11432	42	2	simulation	simulation	NOUN
american_scientific_journal-11432	42	3	and	and	CCONJ
american_scientific_journal-11432	42	4	training	training	NOUN
american_scientific_journal-11432	42	5	of	of	ADP
american_scientific_journal-11432	42	6	a	a	DET
american_scientific_journal-11432	42	7	system	system	NOUN
american_scientific_journal-11432	42	8	that	that	PRON
american_scientific_journal-11432	42	9	can	can	AUX
american_scientific_journal-11432	42	10	selectively	selectively	ADV
american_scientific_journal-11432	42	11	identify	identify	VERB
american_scientific_journal-11432	42	12	various	various	ADJ
american_scientific_journal-11432	42	13	background	background	NOUN
american_scientific_journal-11432	42	14	radiation	radiation	NOUN
american_scientific_journal-11432	42	15	have	have	AUX
american_scientific_journal-11432	42	16	not	not	PART
american_scientific_journal-11432	42	17	been	be	AUX
american_scientific_journal-11432	42	18	commonly	commonly	ADV
american_scientific_journal-11432	42	19	studied	study	VERB
american_scientific_journal-11432	42	20	.	.	PUNCT
american_scientific_journal-11432	43	1	therefore	therefore	ADV
american_scientific_journal-11432	43	2	,	,	PUNCT
american_scientific_journal-11432	43	3	the	the	DET
american_scientific_journal-11432	43	4	use	use	NOUN
american_scientific_journal-11432	43	5	of	of	ADP
american_scientific_journal-11432	43	6	ml	ml	NOUN
american_scientific_journal-11432	43	7	to	to	PART
american_scientific_journal-11432	43	8	correctly	correctly	ADV
american_scientific_journal-11432	43	9	predict	predict	VERB
american_scientific_journal-11432	43	10	various	various	ADJ
american_scientific_journal-11432	43	11	background	background	NOUN
american_scientific_journal-11432	43	12	radiation	radiation	NOUN
american_scientific_journal-11432	43	13	,	,	PUNCT
american_scientific_journal-11432	43	14	including	include	VERB
american_scientific_journal-11432	43	15	alpha	alpha	NOUN
american_scientific_journal-11432	43	16	,	,	PUNCT
american_scientific_journal-11432	43	17	beta	beta	NOUN
american_scientific_journal-11432	43	18	,	,	PUNCT
american_scientific_journal-11432	43	19	and	and	CCONJ
american_scientific_journal-11432	43	20	gamma	gamma	NOUN
american_scientific_journal-11432	43	21	background	background	NOUN
american_scientific_journal-11432	43	22	radiation	radiation	NOUN
american_scientific_journal-11432	43	23	,	,	PUNCT
american_scientific_journal-11432	43	24	is	be	AUX
american_scientific_journal-11432	43	25	necessarily	necessarily	ADV
american_scientific_journal-11432	43	26	essential	essential	ADJ
american_scientific_journal-11432	43	27	.	.	PUNCT
american_scientific_journal-11432	44	1	this	this	DET
american_scientific_journal-11432	44	2	research	research	NOUN
american_scientific_journal-11432	44	3	aims	aim	VERB
american_scientific_journal-11432	44	4	to	to	PART
american_scientific_journal-11432	44	5	employ	employ	VERB
american_scientific_journal-11432	44	6	ml	ml	ADP
american_scientific_journal-11432	44	7	algorithms	algorithm	NOUN
american_scientific_journal-11432	44	8	for	for	ADP
american_scientific_journal-11432	44	9	the	the	DET
american_scientific_journal-11432	44	10	simulation	simulation	NOUN
american_scientific_journal-11432	44	11	and	and	CCONJ
american_scientific_journal-11432	44	12	prediction	prediction	NOUN
american_scientific_journal-11432	44	13	of	of	ADP
american_scientific_journal-11432	44	14	background	background	NOUN
american_scientific_journal-11432	44	15	radiation	radiation	NOUN
american_scientific_journal-11432	44	16	(	(	PUNCT
american_scientific_journal-11432	44	17	alpha	alpha	NOUN
american_scientific_journal-11432	44	18	,	,	PUNCT
american_scientific_journal-11432	44	19	beta	beta	NOUN
american_scientific_journal-11432	44	20	,	,	PUNCT
american_scientific_journal-11432	44	21	and	and	CCONJ
american_scientific_journal-11432	44	22	gamma	gamma	NOUN
american_scientific_journal-11432	44	23	)	)	PUNCT
american_scientific_journal-11432	44	24	.	.	PUNCT
american_scientific_journal-11432	45	1	this	this	DET
american_scientific_journal-11432	45	2	research	research	NOUN
american_scientific_journal-11432	45	3	focuses	focus	VERB
american_scientific_journal-11432	45	4	on	on	ADP
american_scientific_journal-11432	45	5	exploratory	exploratory	ADJ
american_scientific_journal-11432	45	6	data	datum	NOUN
american_scientific_journal-11432	45	7	analysis	analysis	NOUN
american_scientific_journal-11432	45	8	of	of	ADP
american_scientific_journal-11432	45	9	background	background	NOUN
american_scientific_journal-11432	45	10	radiation	radiation	NOUN
american_scientific_journal-11432	45	11	datasets	dataset	NOUN
american_scientific_journal-11432	45	12	through	through	ADP
american_scientific_journal-11432	45	13	supervised	supervised	ADJ
american_scientific_journal-11432	45	14	learning	learning	NOUN
american_scientific_journal-11432	45	15	.	.	PUNCT
american_scientific_journal-11432	46	1	the	the	DET
american_scientific_journal-11432	46	2	objectives	objective	NOUN
american_scientific_journal-11432	46	3	of	of	ADP
american_scientific_journal-11432	46	4	the	the	DET
american_scientific_journal-11432	46	5	research	research	NOUN
american_scientific_journal-11432	46	6	were	be	AUX
american_scientific_journal-11432	46	7	:	:	PUNCT
american_scientific_journal-11432	46	8			NOUN
american_scientific_journal-11432	46	9	to	to	PART
american_scientific_journal-11432	46	10	survey	survey	VERB
american_scientific_journal-11432	46	11	and	and	CCONJ
american_scientific_journal-11432	46	12	acquire	acquire	VERB
american_scientific_journal-11432	46	13	sufficient	sufficient	ADJ
american_scientific_journal-11432	46	14	background	background	NOUN
american_scientific_journal-11432	46	15	ionizing	ionize	VERB
american_scientific_journal-11432	46	16	radiation	radiation	NOUN
american_scientific_journal-11432	46	17	data	datum	NOUN
american_scientific_journal-11432	46	18	from	from	ADP
american_scientific_journal-11432	46	19	the	the	DET
american_scientific_journal-11432	46	20	area	area	NOUN
american_scientific_journal-11432	46	21	of	of	ADP
american_scientific_journal-11432	46	22	study	study	NOUN
american_scientific_journal-11432	46	23	.	.	PUNCT
american_scientific_journal-11432	47	1			X
american_scientific_journal-11432	47	2	to	to	PART
american_scientific_journal-11432	47	3	analyze	analyze	VERB
american_scientific_journal-11432	47	4	and	and	CCONJ
american_scientific_journal-11432	47	5	optimize	optimize	VERB
american_scientific_journal-11432	47	6	the	the	DET
american_scientific_journal-11432	47	7	collected	collected	ADJ
american_scientific_journal-11432	47	8	background	background	NOUN
american_scientific_journal-11432	47	9	ionizing	ionize	VERB
american_scientific_journal-11432	47	10	radiation	radiation	NOUN
american_scientific_journal-11432	47	11	data	datum	NOUN
american_scientific_journal-11432	47	12	.	.	PUNCT
american_scientific_journal-11432	48	1			X
american_scientific_journal-11432	48	2	to	to	PART
american_scientific_journal-11432	48	3	make	make	VERB
american_scientific_journal-11432	48	4	a	a	DET
american_scientific_journal-11432	48	5	preprocessing	preprocessing	NOUN
american_scientific_journal-11432	48	6	algorithm	algorithm	NOUN
american_scientific_journal-11432	48	7	for	for	SCONJ
american_scientific_journal-11432	48	8	the	the	DET
american_scientific_journal-11432	48	9	simulation	simulation	NOUN
american_scientific_journal-11432	48	10	to	to	PART
american_scientific_journal-11432	48	11	be	be	AUX
american_scientific_journal-11432	48	12	implemented	implement	VERB
american_scientific_journal-11432	48	13	.	.	PUNCT
american_scientific_journal-11432	49	1			PRON
american_scientific_journal-11432	49	2	to	to	PART
american_scientific_journal-11432	49	3	train	train	VERB
american_scientific_journal-11432	49	4	the	the	DET
american_scientific_journal-11432	49	5	system	system	NOUN
american_scientific_journal-11432	49	6	that	that	PRON
american_scientific_journal-11432	49	7	can	can	AUX
american_scientific_journal-11432	49	8	recognize	recognize	VERB
american_scientific_journal-11432	49	9	,	,	PUNCT
american_scientific_journal-11432	49	10	and	and	CCONJ
american_scientific_journal-11432	49	11	interpret	interpret	VERB
american_scientific_journal-11432	49	12	the	the	DET
american_scientific_journal-11432	49	13	dataset	dataset	NOUN
american_scientific_journal-11432	49	14	of	of	ADP
american_scientific_journal-11432	49	15	alpha	alpha	NOUN
american_scientific_journal-11432	49	16	,	,	PUNCT
american_scientific_journal-11432	49	17	beta	beta	NOUN
american_scientific_journal-11432	49	18	,	,	PUNCT
american_scientific_journal-11432	49	19	or	or	CCONJ
american_scientific_journal-11432	49	20	gamma	gamma	NOUN
american_scientific_journal-11432	49	21	radiation	radiation	NOUN
american_scientific_journal-11432	49	22	using	use	VERB
american_scientific_journal-11432	49	23	machine	machine	NOUN
american_scientific_journal-11432	49	24	learning	learning	NOUN
american_scientific_journal-11432	49	25	.	.	PUNCT
american_scientific_journal-11432	50	1			PUNCT
american_scientific_journal-11432	50	2	to	to	PART
american_scientific_journal-11432	50	3	test	test	VERB
american_scientific_journal-11432	50	4	and	and	CCONJ
american_scientific_journal-11432	50	5	verify	verify	VERB
american_scientific_journal-11432	50	6	the	the	DET
american_scientific_journal-11432	50	7	system	system	NOUN
american_scientific_journal-11432	50	8	for	for	ADP
american_scientific_journal-11432	50	9	simulation	simulation	NOUN
american_scientific_journal-11432	50	10	of	of	ADP
american_scientific_journal-11432	50	11	different	different	ADJ
american_scientific_journal-11432	50	12	ionizing	ionize	VERB
american_scientific_journal-11432	50	13	radiation	radiation	NOUN
american_scientific_journal-11432	50	14	.	.	PUNCT
american_scientific_journal-11432	51	1			X
american_scientific_journal-11432	51	2	to	to	PART
american_scientific_journal-11432	51	3	confirm	confirm	VERB
american_scientific_journal-11432	51	4	and	and	CCONJ
american_scientific_journal-11432	51	5	establish	establish	VERB
american_scientific_journal-11432	51	6	the	the	DET
american_scientific_journal-11432	51	7	standard	standard	ADJ
american_scientific_journal-11432	51	8	operation	operation	NOUN
american_scientific_journal-11432	51	9	of	of	ADP
american_scientific_journal-11432	51	10	the	the	DET
american_scientific_journal-11432	51	11	system	system	NOUN
american_scientific_journal-11432	51	12	.	.	PUNCT
american_scientific_journal-11432	52	1	1.1	1.1	NUM
american_scientific_journal-11432	52	2	background	background	NOUN
american_scientific_journal-11432	52	3	radiation	radiation	NOUN
american_scientific_journal-11432	52	4	all	all	DET
american_scientific_journal-11432	52	5	the	the	DET
american_scientific_journal-11432	52	6	background	background	NOUN
american_scientific_journal-11432	52	7	radiations	radiation	NOUN
american_scientific_journal-11432	52	8	are	be	AUX
american_scientific_journal-11432	52	9	ionizing	ionize	VERB
american_scientific_journal-11432	52	10	radiations	radiation	NOUN
american_scientific_journal-11432	52	11	,	,	PUNCT
american_scientific_journal-11432	52	12	that	that	PRON
american_scientific_journal-11432	52	13	is	be	AUX
american_scientific_journal-11432	52	14	;	;	PUNCT
american_scientific_journal-11432	52	15	they	they	PRON
american_scientific_journal-11432	52	16	have	have	VERB
american_scientific_journal-11432	52	17	non	non	ADJ
american_scientific_journal-11432	52	18	-	-	ADJ
american_scientific_journal-11432	52	19	zero	zero	NUM
american_scientific_journal-11432	52	20	rest	rest	NOUN
american_scientific_journal-11432	52	21	energy	energy	NOUN
american_scientific_journal-11432	52	22	,	,	PUNCT
american_scientific_journal-11432	52	23	and	and	CCONJ
american_scientific_journal-11432	52	24	the	the	DET
american_scientific_journal-11432	52	25	ability	ability	NOUN
american_scientific_journal-11432	52	26	to	to	PART
american_scientific_journal-11432	52	27	ionize	ionize	VERB
american_scientific_journal-11432	52	28	(	(	PUNCT
american_scientific_journal-11432	52	29	electron	electron	NOUN
american_scientific_journal-11432	52	30	transition	transition	NOUN
american_scientific_journal-11432	52	31	)	)	PUNCT
american_scientific_journal-11432	52	32	material	material	NOUN
american_scientific_journal-11432	52	33	or	or	CCONJ
american_scientific_journal-11432	52	34	substance	substance	NOUN
american_scientific_journal-11432	52	35	in	in	ADP
american_scientific_journal-11432	52	36	their	their	PRON
american_scientific_journal-11432	52	37	part	part	NOUN
american_scientific_journal-11432	52	38	of	of	ADP
american_scientific_journal-11432	52	39	propagation	propagation	NOUN
american_scientific_journal-11432	52	40	.	.	PUNCT
american_scientific_journal-11432	53	1	mainly	mainly	ADV
american_scientific_journal-11432	53	2	,	,	PUNCT
american_scientific_journal-11432	53	3	background	background	NOUN
american_scientific_journal-11432	53	4	radiation	radiation	NOUN
american_scientific_journal-11432	53	5	is	be	AUX
american_scientific_journal-11432	53	6	nuclear	nuclear	ADJ
american_scientific_journal-11432	53	7	radiation	radiation	NOUN
american_scientific_journal-11432	53	8	(	(	PUNCT
american_scientific_journal-11432	53	9	particle	particle	NOUN
american_scientific_journal-11432	53	10	radiation	radiation	NOUN
american_scientific_journal-11432	53	11	:	:	PUNCT
american_scientific_journal-11432	53	12	subatomic	subatomic	ADJ
american_scientific_journal-11432	53	13	particle	particle	NOUN
american_scientific_journal-11432	53	14	emission	emission	NOUN
american_scientific_journal-11432	53	15	)	)	PUNCT
american_scientific_journal-11432	53	16	,	,	PUNCT
american_scientific_journal-11432	53	17	while	while	SCONJ
american_scientific_journal-11432	53	18	the	the	DET
american_scientific_journal-11432	53	19	minor	minor	ADJ
american_scientific_journal-11432	53	20	ones	one	NOUN
american_scientific_journal-11432	53	21	are	be	AUX
american_scientific_journal-11432	53	22	cosmic	cosmic	ADJ
american_scientific_journal-11432	53	23	radiation	radiation	NOUN
american_scientific_journal-11432	53	24	(	(	PUNCT
american_scientific_journal-11432	53	25	muons	muon	NOUN
american_scientific_journal-11432	53	26	,	,	PUNCT
american_scientific_journal-11432	53	27	positrons	positron	NOUN
american_scientific_journal-11432	53	28	)	)	PUNCT
american_scientific_journal-11432	54	1	[	[	X
american_scientific_journal-11432	54	2	5	5	NUM
american_scientific_journal-11432	54	3	]	]	PUNCT
american_scientific_journal-11432	54	4	.	.	PUNCT
american_scientific_journal-11432	55	1	the	the	DET
american_scientific_journal-11432	55	2	ionizing	ionize	VERB
american_scientific_journal-11432	55	3	radiation	radiation	NOUN
american_scientific_journal-11432	55	4	consists	consist	VERB
american_scientific_journal-11432	55	5	of	of	ADP
american_scientific_journal-11432	55	6	subatomic	subatomic	ADJ
american_scientific_journal-11432	55	7	particles	particle	NOUN
american_scientific_journal-11432	55	8	or	or	CCONJ
american_scientific_journal-11432	55	9	electromagnetic	electromagnetic	ADJ
american_scientific_journal-11432	55	10	waves	wave	NOUN
american_scientific_journal-11432	55	11	that	that	PRON
american_scientific_journal-11432	55	12	have	have	VERB
american_scientific_journal-11432	55	13	quantifiable	quantifiable	ADJ
american_scientific_journal-11432	55	14	energy	energy	NOUN
american_scientific_journal-11432	55	15	to	to	PART
american_scientific_journal-11432	55	16	ionize	ionize	VERB
american_scientific_journal-11432	55	17	atoms	atom	NOUN
american_scientific_journal-11432	55	18	or	or	CCONJ
american_scientific_journal-11432	55	19	molecules	molecule	NOUN
american_scientific_journal-11432	55	20	by	by	ADP
american_scientific_journal-11432	55	21	removing	remove	VERB
american_scientific_journal-11432	55	22	electrons	electron	NOUN
american_scientific_journal-11432	55	23	from	from	ADP
american_scientific_journal-11432	55	24	them	they	PRON
american_scientific_journal-11432	55	25	.	.	PUNCT
american_scientific_journal-11432	56	1	typical	typical	ADJ
american_scientific_journal-11432	56	2	ionizing	ionize	VERB
american_scientific_journal-11432	56	3	subatomic	subatomic	ADJ
american_scientific_journal-11432	56	4	radiation	radiation	NOUN
american_scientific_journal-11432	56	5	includes	include	VERB
american_scientific_journal-11432	56	6	alpha	alpha	NOUN
american_scientific_journal-11432	56	7	-	-	PUNCT
american_scientific_journal-11432	56	8	ray	ray	NOUN
american_scientific_journal-11432	56	9	,	,	PUNCT
american_scientific_journal-11432	56	10	beta	beta	NOUN
american_scientific_journal-11432	56	11	-	-	PUNCT
american_scientific_journal-11432	56	12	ray	ray	NOUN
american_scientific_journal-11432	56	13	,	,	PUNCT
american_scientific_journal-11432	56	14	and	and	CCONJ
american_scientific_journal-11432	56	15	gamma	gamma	NOUN
american_scientific_journal-11432	56	16	-	-	PUNCT
american_scientific_journal-11432	56	17	ray	ray	NOUN
american_scientific_journal-11432	56	18	.	.	PUNCT
american_scientific_journal-11432	57	1	these	these	PRON
american_scientific_journal-11432	57	2	are	be	AUX
american_scientific_journal-11432	57	3	naturally	naturally	ADV
american_scientific_journal-11432	57	4	created	create	VERB
american_scientific_journal-11432	57	5	by	by	ADP
american_scientific_journal-11432	57	6	radioactive	radioactive	ADJ
american_scientific_journal-11432	57	7	decay	decay	NOUN
american_scientific_journal-11432	57	8	,	,	PUNCT
american_scientific_journal-11432	57	9	and	and	CCONJ
american_scientific_journal-11432	57	10	almost	almost	ADV
american_scientific_journal-11432	57	11	all	all	PRON
american_scientific_journal-11432	57	12	are	be	AUX
american_scientific_journal-11432	57	13	energetic	energetic	ADJ
american_scientific_journal-11432	57	14	enough	enough	ADV
american_scientific_journal-11432	57	15	to	to	PART
american_scientific_journal-11432	57	16	ionize	ionize	VERB
american_scientific_journal-11432	57	17	.	.	PUNCT
american_scientific_journal-11432	58	1	1.1.1	1.1.1	NUM
american_scientific_journal-11432	58	2	alpha	alpha	NOUN
american_scientific_journal-11432	58	3	background	background	NOUN
american_scientific_journal-11432	58	4	radiation	radiation	NOUN
american_scientific_journal-11432	58	5	alpha	alpha	NOUN
american_scientific_journal-11432	58	6	radiation	radiation	NOUN
american_scientific_journal-11432	58	7	is	be	AUX
american_scientific_journal-11432	58	8	characterized	characterize	VERB
american_scientific_journal-11432	58	9	by	by	ADP
american_scientific_journal-11432	58	10	particles	particle	NOUN
american_scientific_journal-11432	58	11	that	that	PRON
american_scientific_journal-11432	58	12	are	be	AUX
american_scientific_journal-11432	58	13	the	the	DET
american_scientific_journal-11432	58	14	same	same	ADJ
american_scientific_journal-11432	58	15	as	as	ADP
american_scientific_journal-11432	58	16	helium-4	helium-4	PROPN
american_scientific_journal-11432	58	17	nuclei	nucleus	NOUN
american_scientific_journal-11432	58	18	(	(	PUNCT
american_scientific_journal-11432	58	19	two	two	NUM
american_scientific_journal-11432	58	20	protons	proton	NOUN
american_scientific_journal-11432	58	21	and	and	CCONJ
american_scientific_journal-11432	58	22	two	two	NUM
american_scientific_journal-11432	58	23	neutrons	neutron	NOUN
american_scientific_journal-11432	58	24	)	)	PUNCT
american_scientific_journal-11432	58	25	.	.	PUNCT
american_scientific_journal-11432	59	1	they	they	PRON
american_scientific_journal-11432	59	2	undergo	undergo	VERB
american_scientific_journal-11432	59	3	interaction	interaction	NOUN
american_scientific_journal-11432	59	4	with	with	ADP
american_scientific_journal-11432	59	5	matter	matter	NOUN
american_scientific_journal-11432	59	6	strongly	strongly	ADV
american_scientific_journal-11432	59	7	,	,	PUNCT
american_scientific_journal-11432	59	8	due	due	ADP
american_scientific_journal-11432	59	9	to	to	ADP
american_scientific_journal-11432	59	10	their	their	PRON
american_scientific_journal-11432	59	11	charge	charge	NOUN
american_scientific_journal-11432	59	12	properties	property	NOUN
american_scientific_journal-11432	59	13	and	and	CCONJ
american_scientific_journal-11432	59	14	mass	mass	ADJ
american_scientific_journal-11432	59	15	number	number	NOUN
american_scientific_journal-11432	59	16	[	[	X
american_scientific_journal-11432	59	17	5	5	NUM
american_scientific_journal-11432	59	18	]	]	PUNCT
american_scientific_journal-11432	59	19	.	.	PUNCT
american_scientific_journal-11432	60	1	their	their	PRON
american_scientific_journal-11432	60	2	usual	usual	ADJ
american_scientific_journal-11432	60	3	velocities	velocity	NOUN
american_scientific_journal-11432	60	4	only	only	ADV
american_scientific_journal-11432	60	5	penetrate	penetrate	VERB
american_scientific_journal-11432	60	6	a	a	DET
american_scientific_journal-11432	60	7	few	few	ADJ
american_scientific_journal-11432	60	8	centimeters	centimeter	NOUN
american_scientific_journal-11432	60	9	of	of	ADP
american_scientific_journal-11432	60	10	air	air	NOUN
american_scientific_journal-11432	60	11	or	or	CCONJ
american_scientific_journal-11432	60	12	a	a	DET
american_scientific_journal-11432	60	13	few	few	ADJ
american_scientific_journal-11432	60	14	millimeters	millimeter	NOUN
american_scientific_journal-11432	60	15	of	of	ADP
american_scientific_journal-11432	60	16	low	low	ADJ
american_scientific_journal-11432	60	17	degree	degree	NOUN
american_scientific_journal-11432	60	18	of	of	ADP
american_scientific_journal-11432	60	19	thickness	thickness	NOUN
american_scientific_journal-11432	60	20	of	of	ADP
american_scientific_journal-11432	60	21	the	the	DET
american_scientific_journal-11432	60	22	material	material	NOUN
american_scientific_journal-11432	60	23	.	.	PUNCT
american_scientific_journal-11432	61	1	this	this	PRON
american_scientific_journal-11432	61	2	indicates	indicate	VERB
american_scientific_journal-11432	61	3	that	that	SCONJ
american_scientific_journal-11432	61	4	“	"	PUNCT
american_scientific_journal-11432	61	5	alpha	alpha	ADJ
american_scientific_journal-11432	61	6	particles	particle	NOUN
american_scientific_journal-11432	61	7	from	from	ADP
american_scientific_journal-11432	61	8	ordinary	ordinary	ADJ
american_scientific_journal-11432	61	9	alpha	alpha	NOUN
american_scientific_journal-11432	61	10	decay	decay	NOUN
american_scientific_journal-11432	61	11	do	do	AUX
american_scientific_journal-11432	61	12	not	not	PART
american_scientific_journal-11432	61	13	penetrate	penetrate	VERB
american_scientific_journal-11432	61	14	the	the	DET
american_scientific_journal-11432	61	15	outer	outer	ADJ
american_scientific_journal-11432	61	16	layers	layer	NOUN
american_scientific_journal-11432	61	17	of	of	ADP
american_scientific_journal-11432	61	18	dead	dead	ADJ
american_scientific_journal-11432	61	19	skin	skin	NOUN
american_scientific_journal-11432	61	20	cells	cell	NOUN
american_scientific_journal-11432	61	21	and	and	CCONJ
american_scientific_journal-11432	61	22	cause	cause	VERB
american_scientific_journal-11432	61	23	no	no	DET
american_scientific_journal-11432	61	24	damage	damage	NOUN
american_scientific_journal-11432	61	25	to	to	ADP
american_scientific_journal-11432	61	26	the	the	DET
american_scientific_journal-11432	61	27	live	live	ADJ
american_scientific_journal-11432	61	28	tissues	tissue	NOUN
american_scientific_journal-11432	61	29	below	below	ADP
american_scientific_journal-11432	61	30	”	"	PUNCT
american_scientific_journal-11432	61	31	.	.	PUNCT
american_scientific_journal-11432	62	1	also	also	ADV
american_scientific_journal-11432	62	2	,	,	PUNCT
american_scientific_journal-11432	62	3	there	there	PRON
american_scientific_journal-11432	62	4	are	be	VERB
american_scientific_journal-11432	62	5	rare	rare	ADJ
american_scientific_journal-11432	62	6	alpha	alpha	ADJ
american_scientific_journal-11432	62	7	particles	particle	NOUN
american_scientific_journal-11432	62	8	that	that	PRON
american_scientific_journal-11432	62	9	possess	possess	VERB
american_scientific_journal-11432	62	10	very	very	ADV
american_scientific_journal-11432	62	11	high	high	ADJ
american_scientific_journal-11432	62	12	energy	energy	NOUN
american_scientific_journal-11432	62	13	alpha	alpha	NOUN
american_scientific_journal-11432	62	14	particles	particle	NOUN
american_scientific_journal-11432	62	15	that	that	PRON
american_scientific_journal-11432	62	16	are	be	AUX
american_scientific_journal-11432	62	17	composed	compose	VERB
american_scientific_journal-11432	62	18	of	of	ADP
american_scientific_journal-11432	62	19	about	about	ADV
american_scientific_journal-11432	62	20	“	"	PUNCT
american_scientific_journal-11432	62	21	10	10	NUM
american_scientific_journal-11432	62	22	%	%	NOUN
american_scientific_journal-11432	62	23	of	of	ADP
american_scientific_journal-11432	62	24	cosmic	cosmic	ADJ
american_scientific_journal-11432	62	25	rays	ray	NOUN
american_scientific_journal-11432	62	26	”	"	PUNCT
american_scientific_journal-11432	62	27	and	and	CCONJ
american_scientific_journal-11432	62	28	these	these	DET
american_scientific_journal-11432	62	29	variants	variant	NOUN
american_scientific_journal-11432	62	30	of	of	ADP
american_scientific_journal-11432	62	31	alpha	alpha	NOUN
american_scientific_journal-11432	62	32	radiation	radiation	NOUN
american_scientific_journal-11432	62	33	are	be	AUX
american_scientific_journal-11432	62	34	capable	capable	ADJ
american_scientific_journal-11432	62	35	of	of	ADP
american_scientific_journal-11432	62	36	damaging	damage	VERB
american_scientific_journal-11432	62	37	the	the	DET
american_scientific_journal-11432	62	38	body	body	NOUN
american_scientific_journal-11432	62	39	cells	cell	NOUN
american_scientific_journal-11432	62	40	and	and	CCONJ
american_scientific_journal-11432	62	41	tissues	tissue	NOUN
american_scientific_journal-11432	62	42	,	,	PUNCT
american_scientific_journal-11432	62	43	especially	especially	ADV
american_scientific_journal-11432	62	44	to	to	ADP
american_scientific_journal-11432	62	45	astronauts	astronaut	NOUN
american_scientific_journal-11432	62	46	,	,	PUNCT
american_scientific_journal-11432	62	47	and	and	CCONJ
american_scientific_journal-11432	62	48	even	even	ADV
american_scientific_journal-11432	62	49	penetrating	penetrate	VERB
american_scientific_journal-11432	62	50	thin	thin	ADJ
american_scientific_journal-11432	62	51	metal	metal	NOUN
american_scientific_journal-11432	62	52	plates	plate	NOUN
american_scientific_journal-11432	62	53	[	[	X
american_scientific_journal-11432	62	54	5	5	NUM
american_scientific_journal-11432	62	55	]	]	PUNCT
american_scientific_journal-11432	62	56	.	.	PUNCT
american_scientific_journal-11432	63	1	however	however	ADV
american_scientific_journal-11432	63	2	,	,	PUNCT
american_scientific_journal-11432	63	3	they	they	PRON
american_scientific_journal-11432	63	4	are	be	AUX
american_scientific_journal-11432	63	5	deflected	deflect	VERB
american_scientific_journal-11432	63	6	by	by	ADP
american_scientific_journal-11432	63	7	the	the	DET
american_scientific_journal-11432	63	8	earth	earth	NOUN
american_scientific_journal-11432	63	9	's	's	PART
american_scientific_journal-11432	63	10	magnetic	magnetic	ADJ
american_scientific_journal-11432	63	11	field	field	NOUN
american_scientific_journal-11432	63	12	and	and	CCONJ
american_scientific_journal-11432	63	13	then	then	ADV
american_scientific_journal-11432	63	14	shielded	shield	VERB
american_scientific_journal-11432	63	15	away	away	ADV
american_scientific_journal-11432	63	16	by	by	ADP
american_scientific_journal-11432	63	17	earth	earth	NOUN
american_scientific_journal-11432	63	18	’s	’s	PART
american_scientific_journal-11432	63	19	american	american	PROPN
american_scientific_journal-11432	63	20	academic	academic	ADJ
american_scientific_journal-11432	63	21	scientific	scientific	ADJ
american_scientific_journal-11432	63	22	research	research	NOUN
american_scientific_journal-11432	63	23	journal	journal	NOUN
american_scientific_journal-11432	63	24	for	for	ADP
american_scientific_journal-11432	63	25	engineering	engineering	NOUN
american_scientific_journal-11432	63	26	,	,	PUNCT
american_scientific_journal-11432	63	27	technology	technology	NOUN
american_scientific_journal-11432	63	28	,	,	PUNCT
american_scientific_journal-11432	63	29	and	and	CCONJ
american_scientific_journal-11432	63	30	sciences	science	NOUN
american_scientific_journal-11432	63	31	(	(	PUNCT
american_scientific_journal-11432	63	32	asrjets	asrjet	NOUN
american_scientific_journal-11432	63	33	)	)	PUNCT
american_scientific_journal-11432	63	34	volume	volume	NOUN
american_scientific_journal-11432	63	35	101	101	NUM
american_scientific_journal-11432	63	36	,	,	PUNCT
american_scientific_journal-11432	63	37	no	no	DET
american_scientific_journal-11432	63	38	1	1	NUM
american_scientific_journal-11432	63	39	,	,	PUNCT
american_scientific_journal-11432	63	40	pp	pp	ADV
american_scientific_journal-11432	63	41	71	71	NUM
american_scientific_journal-11432	63	42	-	-	SYM
american_scientific_journal-11432	63	43	96	96	NUM
american_scientific_journal-11432	63	44	74	74	NUM
american_scientific_journal-11432	63	45	atmosphere	atmosphere	NOUN
american_scientific_journal-11432	63	46	.	.	PUNCT
american_scientific_journal-11432	64	1	moreover	moreover	ADV
american_scientific_journal-11432	64	2	,	,	PUNCT
american_scientific_journal-11432	64	3	alpha	alpha	ADJ
american_scientific_journal-11432	64	4	radiation	radiation	NOUN
american_scientific_journal-11432	64	5	is	be	AUX
american_scientific_journal-11432	64	6	dangerous	dangerous	ADJ
american_scientific_journal-11432	64	7	when	when	SCONJ
american_scientific_journal-11432	64	8	alpha	alpha	NOUN
american_scientific_journal-11432	64	9	-	-	PUNCT
american_scientific_journal-11432	64	10	emitting	emit	VERB
american_scientific_journal-11432	64	11	radioisotopes	radioisotope	NOUN
american_scientific_journal-11432	64	12	are	be	AUX
american_scientific_journal-11432	64	13	ingested	ingest	VERB
american_scientific_journal-11432	64	14	or	or	CCONJ
american_scientific_journal-11432	64	15	inhaled	inhale	VERB
american_scientific_journal-11432	64	16	into	into	ADP
american_scientific_journal-11432	64	17	the	the	DET
american_scientific_journal-11432	64	18	body	body	NOUN
american_scientific_journal-11432	64	19	system	system	NOUN
american_scientific_journal-11432	64	20	.	.	PUNCT
american_scientific_journal-11432	65	1	this	this	PRON
american_scientific_journal-11432	65	2	brings	bring	VERB
american_scientific_journal-11432	65	3	the	the	DET
american_scientific_journal-11432	65	4	radioisotope	radioisotope	NOUN
american_scientific_journal-11432	65	5	close	close	ADJ
american_scientific_journal-11432	65	6	enough	enough	ADV
american_scientific_journal-11432	65	7	to	to	PART
american_scientific_journal-11432	65	8	sensitive	sensitive	VERB
american_scientific_journal-11432	65	9	live	live	ADJ
american_scientific_journal-11432	65	10	tissue	tissue	NOUN
american_scientific_journal-11432	65	11	for	for	ADP
american_scientific_journal-11432	65	12	the	the	DET
american_scientific_journal-11432	65	13	alpha	alpha	ADJ
american_scientific_journal-11432	65	14	radiation	radiation	NOUN
american_scientific_journal-11432	65	15	to	to	ADP
american_scientific_journal-11432	65	16	damage	damage	NOUN
american_scientific_journal-11432	65	17	cells	cell	NOUN
american_scientific_journal-11432	65	18	.	.	PUNCT
american_scientific_journal-11432	66	1	also	also	ADV
american_scientific_journal-11432	66	2	,	,	PUNCT
american_scientific_journal-11432	66	3	per	per	ADP
american_scientific_journal-11432	66	4	unit	unit	NOUN
american_scientific_journal-11432	66	5	of	of	ADP
american_scientific_journal-11432	66	6	energy	energy	NOUN
american_scientific_journal-11432	66	7	,	,	PUNCT
american_scientific_journal-11432	66	8	alpha	alpha	NOUN
american_scientific_journal-11432	66	9	particles	particle	NOUN
american_scientific_journal-11432	66	10	are	be	AUX
american_scientific_journal-11432	66	11	at	at	ADV
american_scientific_journal-11432	66	12	least	least	ADV
american_scientific_journal-11432	66	13	20	20	NUM
american_scientific_journal-11432	66	14	times	time	NOUN
american_scientific_journal-11432	66	15	more	more	ADV
american_scientific_journal-11432	66	16	effective	effective	ADJ
american_scientific_journal-11432	66	17	at	at	ADP
american_scientific_journal-11432	66	18	cell	cell	NOUN
american_scientific_journal-11432	66	19	damage	damage	NOUN
american_scientific_journal-11432	66	20	as	as	ADP
american_scientific_journal-11432	66	21	gamma	gamma	NOUN
american_scientific_journal-11432	66	22	rays	ray	NOUN
american_scientific_journal-11432	66	23	and	and	CCONJ
american_scientific_journal-11432	66	24	x	x	NOUN
american_scientific_journal-11432	66	25	-	-	NOUN
american_scientific_journal-11432	66	26	rays	ray	NOUN
american_scientific_journal-11432	66	27	.	.	PUNCT
american_scientific_journal-11432	67	1	examples	example	NOUN
american_scientific_journal-11432	67	2	of	of	ADP
american_scientific_journal-11432	67	3	highly	highly	ADV
american_scientific_journal-11432	67	4	poisonous	poisonous	ADJ
american_scientific_journal-11432	67	5	alpha	alpha	NOUN
american_scientific_journal-11432	67	6	-	-	PUNCT
american_scientific_journal-11432	67	7	emitters	emitter	NOUN
american_scientific_journal-11432	67	8	are	be	AUX
american_scientific_journal-11432	67	9	all	all	PRON
american_scientific_journal-11432	67	10	isotopes	isotope	NOUN
american_scientific_journal-11432	67	11	of	of	ADP
american_scientific_journal-11432	67	12	radium	radium	NOUN
american_scientific_journal-11432	67	13	,	,	PUNCT
american_scientific_journal-11432	67	14	radon	radon	NOUN
american_scientific_journal-11432	67	15	,	,	PUNCT
american_scientific_journal-11432	67	16	and	and	CCONJ
american_scientific_journal-11432	67	17	polonium	polonium	NOUN
american_scientific_journal-11432	67	18	.	.	PUNCT
american_scientific_journal-11432	68	1	1.1.2	1.1.2	NUM
american_scientific_journal-11432	68	2	beta	beta	NOUN
american_scientific_journal-11432	68	3	background	background	NOUN
american_scientific_journal-11432	68	4	radiation	radiation	NOUN
american_scientific_journal-11432	68	5	beta	beta	NOUN
american_scientific_journal-11432	68	6	radiation	radiation	NOUN
american_scientific_journal-11432	68	7	has	have	VERB
american_scientific_journal-11432	68	8	two	two	NUM
american_scientific_journal-11432	68	9	forms	form	NOUN
american_scientific_journal-11432	68	10	namely	namely	ADV
american_scientific_journal-11432	68	11	beta	beta	NOUN
american_scientific_journal-11432	68	12	-	-	PUNCT
american_scientific_journal-11432	68	13	minus	minus	NOUN
american_scientific_journal-11432	68	14	(	(	PUNCT
american_scientific_journal-11432	68	15	electron	electron	NOUN
american_scientific_journal-11432	68	16	)	)	PUNCT
american_scientific_journal-11432	68	17	and	and	CCONJ
american_scientific_journal-11432	68	18	beta	beta	NOUN
american_scientific_journal-11432	68	19	-	-	PUNCT
american_scientific_journal-11432	68	20	plus	plus	CCONJ
american_scientific_journal-11432	68	21	(	(	PUNCT
american_scientific_journal-11432	68	22	positron	positron	NOUN
american_scientific_journal-11432	68	23	)	)	PUNCT
american_scientific_journal-11432	68	24	.	.	PUNCT
american_scientific_journal-11432	69	1	beta	beta	NOUN
american_scientific_journal-11432	69	2	-	-	PUNCT
american_scientific_journal-11432	69	3	minus	minus	NOUN
american_scientific_journal-11432	69	4	(	(	PUNCT
american_scientific_journal-11432	69	5	β	β	NOUN
american_scientific_journal-11432	69	6	−	−	NOUN
american_scientific_journal-11432	69	7	)	)	PUNCT
american_scientific_journal-11432	69	8	radiation	radiation	NOUN
american_scientific_journal-11432	69	9	is	be	AUX
american_scientific_journal-11432	69	10	made	make	VERB
american_scientific_journal-11432	69	11	up	up	ADP
american_scientific_journal-11432	69	12	of	of	ADP
american_scientific_journal-11432	69	13	an	an	DET
american_scientific_journal-11432	69	14	energetic	energetic	ADJ
american_scientific_journal-11432	69	15	electron	electron	NOUN
american_scientific_journal-11432	69	16	[	[	X
american_scientific_journal-11432	69	17	5	5	NUM
american_scientific_journal-11432	69	18	]	]	PUNCT
american_scientific_journal-11432	69	19	.	.	PUNCT
american_scientific_journal-11432	70	1	it	it	PRON
american_scientific_journal-11432	70	2	has	have	VERB
american_scientific_journal-11432	70	3	more	more	ADJ
american_scientific_journal-11432	70	4	penetrating	penetrating	NOUN
american_scientific_journal-11432	70	5	power	power	NOUN
american_scientific_journal-11432	70	6	than	than	ADP
american_scientific_journal-11432	70	7	alpha	alpha	NOUN
american_scientific_journal-11432	70	8	radiation	radiation	NOUN
american_scientific_journal-11432	70	9	but	but	CCONJ
american_scientific_journal-11432	70	10	a	a	DET
american_scientific_journal-11432	70	11	lesser	less	ADJ
american_scientific_journal-11432	70	12	one	one	NOUN
american_scientific_journal-11432	70	13	than	than	ADP
american_scientific_journal-11432	70	14	gamma	gamma	NOUN
american_scientific_journal-11432	70	15	.	.	PUNCT
american_scientific_journal-11432	71	1	beta	beta	ADJ
american_scientific_journal-11432	71	2	radiation	radiation	NOUN
american_scientific_journal-11432	71	3	from	from	ADP
american_scientific_journal-11432	71	4	radioactive	radioactive	ADJ
american_scientific_journal-11432	71	5	decay	decay	NOUN
american_scientific_journal-11432	71	6	can	can	AUX
american_scientific_journal-11432	71	7	be	be	AUX
american_scientific_journal-11432	71	8	absorbed	absorb	VERB
american_scientific_journal-11432	71	9	with	with	ADP
american_scientific_journal-11432	71	10	a	a	DET
american_scientific_journal-11432	71	11	few	few	ADJ
american_scientific_journal-11432	71	12	centimeters	centimeter	NOUN
american_scientific_journal-11432	71	13	of	of	ADP
american_scientific_journal-11432	71	14	plastic	plastic	NOUN
american_scientific_journal-11432	71	15	or	or	CCONJ
american_scientific_journal-11432	71	16	a	a	DET
american_scientific_journal-11432	71	17	few	few	ADJ
american_scientific_journal-11432	71	18	millimeters	millimeter	NOUN
american_scientific_journal-11432	71	19	of	of	ADP
american_scientific_journal-11432	71	20	metal	metal	NOUN
american_scientific_journal-11432	71	21	.	.	PUNCT
american_scientific_journal-11432	72	1	beta	beta	ADJ
american_scientific_journal-11432	72	2	radiation	radiation	NOUN
american_scientific_journal-11432	72	3	is	be	AUX
american_scientific_journal-11432	72	4	emitted	emit	VERB
american_scientific_journal-11432	72	5	when	when	SCONJ
american_scientific_journal-11432	72	6	a	a	DET
american_scientific_journal-11432	72	7	“	"	PUNCT
american_scientific_journal-11432	72	8	neutron	neutron	NOUN
american_scientific_journal-11432	72	9	decays	decay	NOUN
american_scientific_journal-11432	72	10	into	into	ADP
american_scientific_journal-11432	72	11	a	a	DET
american_scientific_journal-11432	72	12	proton	proton	NOUN
american_scientific_journal-11432	72	13	in	in	ADP
american_scientific_journal-11432	72	14	a	a	DET
american_scientific_journal-11432	72	15	nucleus	nucleus	NOUN
american_scientific_journal-11432	72	16	,	,	PUNCT
american_scientific_journal-11432	72	17	releasing	release	VERB
american_scientific_journal-11432	72	18	the	the	DET
american_scientific_journal-11432	72	19	beta	beta	ADJ
american_scientific_journal-11432	72	20	particle	particle	NOUN
american_scientific_journal-11432	72	21	and	and	CCONJ
american_scientific_journal-11432	72	22	an	an	DET
american_scientific_journal-11432	72	23	antineutrino	antineutrino	NOUN
american_scientific_journal-11432	72	24	”	"	PUNCT
american_scientific_journal-11432	72	25	.	.	PUNCT
american_scientific_journal-11432	73	1	also	also	ADV
american_scientific_journal-11432	73	2	,	,	PUNCT
american_scientific_journal-11432	73	3	there	there	PRON
american_scientific_journal-11432	73	4	is	be	VERB
american_scientific_journal-11432	73	5	a	a	DET
american_scientific_journal-11432	73	6	variant	variant	ADJ
american_scientific_journal-11432	73	7	form	form	NOUN
american_scientific_journal-11432	73	8	of	of	ADP
american_scientific_journal-11432	73	9	beta	beta	ADJ
american_scientific_journal-11432	73	10	radiation	radiation	NOUN
american_scientific_journal-11432	73	11	from	from	ADP
american_scientific_journal-11432	73	12	linac	linac	ADJ
american_scientific_journal-11432	73	13	accelerators	accelerator	NOUN
american_scientific_journal-11432	73	14	which	which	PRON
american_scientific_journal-11432	73	15	is	be	AUX
american_scientific_journal-11432	73	16	far	far	ADV
american_scientific_journal-11432	73	17	more	more	ADV
american_scientific_journal-11432	73	18	energetic	energetic	ADJ
american_scientific_journal-11432	73	19	and	and	CCONJ
american_scientific_journal-11432	73	20	penetrating	penetrate	VERB
american_scientific_journal-11432	73	21	than	than	ADP
american_scientific_journal-11432	73	22	natural	natural	ADJ
american_scientific_journal-11432	73	23	beta	beta	NOUN
american_scientific_journal-11432	73	24	radiation	radiation	NOUN
american_scientific_journal-11432	73	25	.	.	PUNCT
american_scientific_journal-11432	74	1	this	this	DET
american_scientific_journal-11432	74	2	beta	beta	ADJ
american_scientific_journal-11432	74	3	radiation	radiation	NOUN
american_scientific_journal-11432	74	4	is	be	AUX
american_scientific_journal-11432	74	5	used	use	VERB
american_scientific_journal-11432	74	6	therapeutically	therapeutically	ADV
american_scientific_journal-11432	74	7	in	in	ADP
american_scientific_journal-11432	74	8	radiotherapy	radiotherapy	NOUN
american_scientific_journal-11432	74	9	to	to	PART
american_scientific_journal-11432	74	10	treat	treat	VERB
american_scientific_journal-11432	74	11	superficial	superficial	ADJ
american_scientific_journal-11432	74	12	tumors	tumor	NOUN
american_scientific_journal-11432	74	13	.	.	PUNCT
american_scientific_journal-11432	75	1	beta	beta	NOUN
american_scientific_journal-11432	75	2	-	-	PUNCT
american_scientific_journal-11432	75	3	plus	plus	CCONJ
american_scientific_journal-11432	75	4	(	(	PUNCT
american_scientific_journal-11432	75	5	β	β	X
american_scientific_journal-11432	75	6	+	+	CCONJ
american_scientific_journal-11432	75	7	)	)	PUNCT
american_scientific_journal-11432	75	8	radiation	radiation	NOUN
american_scientific_journal-11432	75	9	is	be	AUX
american_scientific_journal-11432	75	10	the	the	DET
american_scientific_journal-11432	75	11	emission	emission	NOUN
american_scientific_journal-11432	75	12	of	of	ADP
american_scientific_journal-11432	75	13	positrons	positron	NOUN
american_scientific_journal-11432	75	14	,	,	PUNCT
american_scientific_journal-11432	75	15	which	which	PRON
american_scientific_journal-11432	75	16	are	be	AUX
american_scientific_journal-11432	75	17	distinctly	distinctly	ADV
american_scientific_journal-11432	75	18	the	the	DET
american_scientific_journal-11432	75	19	antimatter	antimatter	NOUN
american_scientific_journal-11432	75	20	form	form	NOUN
american_scientific_journal-11432	75	21	of	of	ADP
american_scientific_journal-11432	75	22	electrons	electron	NOUN
american_scientific_journal-11432	75	23	.	.	PUNCT
american_scientific_journal-11432	76	1	when	when	SCONJ
american_scientific_journal-11432	76	2	a	a	DET
american_scientific_journal-11432	76	3	positron	positron	NOUN
american_scientific_journal-11432	76	4	slows	slow	VERB
american_scientific_journal-11432	76	5	to	to	PART
american_scientific_journal-11432	76	6	speeds	speed	NOUN
american_scientific_journal-11432	76	7	similar	similar	ADJ
american_scientific_journal-11432	76	8	to	to	ADP
american_scientific_journal-11432	76	9	those	those	PRON
american_scientific_journal-11432	76	10	of	of	ADP
american_scientific_journal-11432	76	11	electrons	electron	NOUN
american_scientific_journal-11432	76	12	in	in	ADP
american_scientific_journal-11432	76	13	the	the	DET
american_scientific_journal-11432	76	14	material	material	NOUN
american_scientific_journal-11432	76	15	,	,	PUNCT
american_scientific_journal-11432	76	16	the	the	DET
american_scientific_journal-11432	76	17	positron	positron	NOUN
american_scientific_journal-11432	76	18	will	will	AUX
american_scientific_journal-11432	76	19	annihilate	annihilate	VERB
american_scientific_journal-11432	76	20	an	an	DET
american_scientific_journal-11432	76	21	electron	electron	NOUN
american_scientific_journal-11432	76	22	,	,	PUNCT
american_scientific_journal-11432	76	23	releasing	release	VERB
american_scientific_journal-11432	76	24	two	two	NUM
american_scientific_journal-11432	76	25	gamma	gamma	NOUN
american_scientific_journal-11432	76	26	photons	photon	NOUN
american_scientific_journal-11432	76	27	of	of	ADP
american_scientific_journal-11432	76	28	511	511	NUM
american_scientific_journal-11432	76	29	kev	kev	NOUN
american_scientific_journal-11432	76	30	in	in	ADP
american_scientific_journal-11432	76	31	the	the	DET
american_scientific_journal-11432	76	32	process	process	NOUN
american_scientific_journal-11432	76	33	[	[	X
american_scientific_journal-11432	76	34	6	6	NUM
american_scientific_journal-11432	76	35	]	]	PUNCT
american_scientific_journal-11432	76	36	.	.	PUNCT
american_scientific_journal-11432	77	1	1.1.3	1.1.3	NUM
american_scientific_journal-11432	77	2	gamma	gamma	PROPN
american_scientific_journal-11432	77	3	background	background	NOUN
american_scientific_journal-11432	77	4	radiation	radiation	NOUN
american_scientific_journal-11432	77	5	gamma	gamma	NOUN
american_scientific_journal-11432	77	6	(	(	PUNCT
american_scientific_journal-11432	77	7	γ	γ	NOUN
american_scientific_journal-11432	77	8	)	)	PUNCT
american_scientific_journal-11432	77	9	radiation	radiation	NOUN
american_scientific_journal-11432	77	10	is	be	AUX
american_scientific_journal-11432	77	11	made	make	VERB
american_scientific_journal-11432	77	12	up	up	ADP
american_scientific_journal-11432	77	13	of	of	ADP
american_scientific_journal-11432	77	14	photons	photon	NOUN
american_scientific_journal-11432	77	15	with	with	ADP
american_scientific_journal-11432	77	16	a	a	DET
american_scientific_journal-11432	77	17	wavelength	wavelength	NOUN
american_scientific_journal-11432	77	18	less	less	ADJ
american_scientific_journal-11432	77	19	than	than	ADP
american_scientific_journal-11432	77	20	3x10	3x10	NUM
american_scientific_journal-11432	77	21	−11	−11	X
american_scientific_journal-11432	77	22	meters	meter	NOUN
american_scientific_journal-11432	77	23	,	,	PUNCT
american_scientific_journal-11432	77	24	a	a	DET
american_scientific_journal-11432	77	25	frequency	frequency	NOUN
american_scientific_journal-11432	77	26	greater	great	ADJ
american_scientific_journal-11432	77	27	than	than	ADP
american_scientific_journal-11432	77	28	10	10	NUM
american_scientific_journal-11432	77	29	19	19	NUM
american_scientific_journal-11432	77	30	hz	hz	NOUN
american_scientific_journal-11432	77	31	,	,	PUNCT
american_scientific_journal-11432	77	32	and	and	CCONJ
american_scientific_journal-11432	77	33	an	an	DET
american_scientific_journal-11432	77	34	energy	energy	NOUN
american_scientific_journal-11432	77	35	value	value	NOUN
american_scientific_journal-11432	77	36	greater	great	ADJ
american_scientific_journal-11432	77	37	than	than	ADP
american_scientific_journal-11432	77	38	41.4	41.4	NUM
american_scientific_journal-11432	77	39	kev	kev	NOUN
american_scientific_journal-11432	77	40	)	)	PUNCT
american_scientific_journal-11432	77	41	.	.	PUNCT
american_scientific_journal-11432	78	1	gamma	gamma	PROPN
american_scientific_journal-11432	78	2	radiation	radiation	NOUN
american_scientific_journal-11432	78	3	emits	emit	VERB
american_scientific_journal-11432	78	4	radiation	radiation	NOUN
american_scientific_journal-11432	78	5	which	which	PRON
american_scientific_journal-11432	78	6	is	be	AUX
american_scientific_journal-11432	78	7	a	a	DET
american_scientific_journal-11432	78	8	nuclear	nuclear	ADJ
american_scientific_journal-11432	78	9	process	process	NOUN
american_scientific_journal-11432	78	10	that	that	PRON
american_scientific_journal-11432	78	11	occurs	occur	VERB
american_scientific_journal-11432	78	12	to	to	PART
american_scientific_journal-11432	78	13	eliminate	eliminate	VERB
american_scientific_journal-11432	78	14	an	an	DET
american_scientific_journal-11432	78	15	unstable	unstable	ADJ
american_scientific_journal-11432	78	16	nucleus	nucleus	NOUN
american_scientific_journal-11432	78	17	of	of	ADP
american_scientific_journal-11432	78	18	excess	excess	ADJ
american_scientific_journal-11432	78	19	energy	energy	NOUN
american_scientific_journal-11432	78	20	which	which	PRON
american_scientific_journal-11432	78	21	involves	involve	VERB
american_scientific_journal-11432	78	22	nuclear	nuclear	ADJ
american_scientific_journal-11432	78	23	reactions	reaction	NOUN
american_scientific_journal-11432	78	24	(	(	PUNCT
american_scientific_journal-11432	78	25	production	production	NOUN
american_scientific_journal-11432	78	26	of	of	ADP
american_scientific_journal-11432	78	27	a	a	DET
american_scientific_journal-11432	78	28	new	new	ADJ
american_scientific_journal-11432	78	29	nucleus	nucleus	NOUN
american_scientific_journal-11432	78	30	,	,	PUNCT
american_scientific_journal-11432	78	31	nuclear	nuclear	ADJ
american_scientific_journal-11432	78	32	particles	particle	NOUN
american_scientific_journal-11432	78	33	,	,	PUNCT
american_scientific_journal-11432	78	34	and	and	CCONJ
american_scientific_journal-11432	78	35	energy	energy	NOUN
american_scientific_journal-11432	78	36	liberation[7	liberation[7	PROPN
american_scientific_journal-11432	78	37	]	]	PUNCT
american_scientific_journal-11432	78	38	.	.	PUNCT
american_scientific_journal-11432	79	1	unlike	unlike	ADP
american_scientific_journal-11432	79	2	alpha	alpha	NOUN
american_scientific_journal-11432	79	3	and	and	CCONJ
american_scientific_journal-11432	79	4	beta	beta	ADJ
american_scientific_journal-11432	79	5	particles	particle	NOUN
american_scientific_journal-11432	79	6	that	that	PRON
american_scientific_journal-11432	79	7	possess	possess	VERB
american_scientific_journal-11432	79	8	an	an	DET
american_scientific_journal-11432	79	9	electric	electric	ADJ
american_scientific_journal-11432	79	10	charge	charge	NOUN
american_scientific_journal-11432	79	11	and	and	CCONJ
american_scientific_journal-11432	79	12	mass	mass	NOUN
american_scientific_journal-11432	79	13	,	,	PUNCT
american_scientific_journal-11432	79	14	gamma	gamma	NOUN
american_scientific_journal-11432	79	15	radiation	radiation	NOUN
american_scientific_journal-11432	79	16	is	be	AUX
american_scientific_journal-11432	79	17	mainly	mainly	ADV
american_scientific_journal-11432	79	18	composed	compose	VERB
american_scientific_journal-11432	79	19	of	of	ADP
american_scientific_journal-11432	79	20	photons	photon	NOUN
american_scientific_journal-11432	79	21	,	,	PUNCT
american_scientific_journal-11432	79	22	which	which	PRON
american_scientific_journal-11432	79	23	have	have	VERB
american_scientific_journal-11432	79	24	neither	neither	CCONJ
american_scientific_journal-11432	79	25	mass	mass	ADJ
american_scientific_journal-11432	79	26	nor	nor	CCONJ
american_scientific_journal-11432	79	27	electric	electric	ADJ
american_scientific_journal-11432	79	28	charge	charge	NOUN
american_scientific_journal-11432	79	29	and	and	CCONJ
american_scientific_journal-11432	79	30	have	have	VERB
american_scientific_journal-11432	79	31	a	a	DET
american_scientific_journal-11432	79	32	penetrating	penetrate	VERB
american_scientific_journal-11432	79	33	power	power	NOUN
american_scientific_journal-11432	79	34	that	that	PRON
american_scientific_journal-11432	79	35	can	can	AUX
american_scientific_journal-11432	79	36	pass	pass	VERB
american_scientific_journal-11432	79	37	through	through	ADP
american_scientific_journal-11432	79	38	matter	matter	NOUN
american_scientific_journal-11432	79	39	than	than	ADP
american_scientific_journal-11432	79	40	either	either	CCONJ
american_scientific_journal-11432	79	41	alpha	alpha	NOUN
american_scientific_journal-11432	79	42	or	or	CCONJ
american_scientific_journal-11432	79	43	beta	beta	ADJ
american_scientific_journal-11432	79	44	radiation	radiation	NOUN
american_scientific_journal-11432	79	45	.	.	PUNCT
american_scientific_journal-11432	80	1	gamma	gamma	NOUN
american_scientific_journal-11432	80	2	radiation	radiation	NOUN
american_scientific_journal-11432	80	3	is	be	AUX
american_scientific_journal-11432	80	4	absorbed	absorb	VERB
american_scientific_journal-11432	80	5	mainly	mainly	ADV
american_scientific_journal-11432	80	6	by	by	ADP
american_scientific_journal-11432	80	7	thick	thick	ADJ
american_scientific_journal-11432	80	8	or	or	CCONJ
american_scientific_journal-11432	80	9	dense	dense	ADJ
american_scientific_journal-11432	80	10	layers	layer	NOUN
american_scientific_journal-11432	80	11	of	of	ADP
american_scientific_journal-11432	80	12	material	material	NOUN
american_scientific_journal-11432	80	13	,	,	PUNCT
american_scientific_journal-11432	80	14	“	"	PUNCT
american_scientific_journal-11432	80	15	where	where	SCONJ
american_scientific_journal-11432	80	16	the	the	DET
american_scientific_journal-11432	80	17	stopping	stopping	NOUN
american_scientific_journal-11432	80	18	power	power	NOUN
american_scientific_journal-11432	80	19	of	of	ADP
american_scientific_journal-11432	80	20	the	the	DET
american_scientific_journal-11432	80	21	material	material	NOUN
american_scientific_journal-11432	80	22	per	per	ADP
american_scientific_journal-11432	80	23	given	give	VERB
american_scientific_journal-11432	80	24	area	area	NOUN
american_scientific_journal-11432	80	25	depends	depend	VERB
american_scientific_journal-11432	80	26	mostly	mostly	ADV
american_scientific_journal-11432	80	27	on	on	ADP
american_scientific_journal-11432	80	28	the	the	DET
american_scientific_journal-11432	80	29	total	total	ADJ
american_scientific_journal-11432	80	30	mass	mass	NOUN
american_scientific_journal-11432	80	31	along	along	ADP
american_scientific_journal-11432	80	32	the	the	DET
american_scientific_journal-11432	80	33	path	path	NOUN
american_scientific_journal-11432	80	34	of	of	ADP
american_scientific_journal-11432	80	35	the	the	DET
american_scientific_journal-11432	80	36	radiation	radiation	NOUN
american_scientific_journal-11432	80	37	,	,	PUNCT
american_scientific_journal-11432	80	38	regardless	regardless	ADV
american_scientific_journal-11432	80	39	of	of	ADP
american_scientific_journal-11432	80	40	whether	whether	SCONJ
american_scientific_journal-11432	80	41	the	the	DET
american_scientific_journal-11432	80	42	material	material	NOUN
american_scientific_journal-11432	80	43	is	be	AUX
american_scientific_journal-11432	80	44	of	of	ADP
american_scientific_journal-11432	80	45	high	high	ADJ
american_scientific_journal-11432	80	46	or	or	CCONJ
american_scientific_journal-11432	80	47	low	low	ADJ
american_scientific_journal-11432	80	48	density”[6	density”[6	PROPN
american_scientific_journal-11432	80	49	]	]	PUNCT
american_scientific_journal-11432	80	50	.	.	PUNCT
american_scientific_journal-11432	81	1	all	all	DET
american_scientific_journal-11432	81	2	gamma	gamma	NOUN
american_scientific_journal-11432	81	3	radiation	radiation	NOUN
american_scientific_journal-11432	81	4	that	that	PRON
american_scientific_journal-11432	81	5	approaches	approach	VERB
american_scientific_journal-11432	81	6	the	the	DET
american_scientific_journal-11432	81	7	earth	earth	NOUN
american_scientific_journal-11432	81	8	through	through	ADP
american_scientific_journal-11432	81	9	space	space	NOUN
american_scientific_journal-11432	81	10	is	be	AUX
american_scientific_journal-11432	81	11	absorbed	absorb	VERB
american_scientific_journal-11432	81	12	by	by	ADP
american_scientific_journal-11432	81	13	the	the	DET
american_scientific_journal-11432	81	14	atmosphere	atmosphere	NOUN
american_scientific_journal-11432	81	15	.	.	PUNCT
american_scientific_journal-11432	82	1	air	air	PROPN
american_scientific_journal-11432	82	2	also	also	ADV
american_scientific_journal-11432	82	3	can	can	AUX
american_scientific_journal-11432	82	4	absorb	absorb	VERB
american_scientific_journal-11432	82	5	gamma	gamma	NOUN
american_scientific_journal-11432	82	6	radiation	radiation	NOUN
american_scientific_journal-11432	82	7	thereby	thereby	ADV
american_scientific_journal-11432	82	8	reducing	reduce	VERB
american_scientific_journal-11432	82	9	the	the	DET
american_scientific_journal-11432	82	10	energy	energy	NOUN
american_scientific_journal-11432	82	11	passing	pass	VERB
american_scientific_journal-11432	82	12	through	through	ADP
american_scientific_journal-11432	82	13	it	it	PRON
american_scientific_journal-11432	82	14	by	by	ADP
american_scientific_journal-11432	82	15	half	half	NOUN
american_scientific_journal-11432	82	16	,	,	PUNCT
american_scientific_journal-11432	82	17	an	an	DET
american_scientific_journal-11432	82	18	average	average	ADJ
american_scientific_journal-11432	82	19	500	500	NUM
american_scientific_journal-11432	82	20	ft	ft	NOUN
american_scientific_journal-11432	82	21	(	(	PUNCT
american_scientific_journal-11432	82	22	150	150	NUM
american_scientific_journal-11432	82	23	m	m	NOUN
american_scientific_journal-11432	82	24	)	)	PUNCT
american_scientific_journal-11432	82	25	.	.	PUNCT
american_scientific_journal-11432	83	1	2	2	X
american_scientific_journal-11432	83	2	.	.	X
american_scientific_journal-11432	83	3	methods	method	NOUN
american_scientific_journal-11432	83	4	2.1	2.1	NUM
american_scientific_journal-11432	83	5	description	description	NOUN
american_scientific_journal-11432	83	6	of	of	ADP
american_scientific_journal-11432	83	7	the	the	DET
american_scientific_journal-11432	83	8	study	study	NOUN
american_scientific_journal-11432	83	9	the	the	DET
american_scientific_journal-11432	83	10	location	location	NOUN
american_scientific_journal-11432	83	11	of	of	ADP
american_scientific_journal-11432	83	12	the	the	DET
american_scientific_journal-11432	83	13	study	study	NOUN
american_scientific_journal-11432	83	14	was	be	AUX
american_scientific_journal-11432	83	15	abuja	abuja	NOUN
american_scientific_journal-11432	83	16	(	(	PUNCT
american_scientific_journal-11432	83	17	9.0765	9.0765	NUM
american_scientific_journal-11432	83	18	°	°	NOUN
american_scientific_journal-11432	83	19	n	n	CCONJ
american_scientific_journal-11432	83	20	,	,	PUNCT
american_scientific_journal-11432	83	21	7.3986	7.3986	NUM
american_scientific_journal-11432	83	22	°	°	NUM
american_scientific_journal-11432	83	23	e	e	NOUN
american_scientific_journal-11432	83	24	)	)	PUNCT
american_scientific_journal-11432	83	25	,	,	PUNCT
american_scientific_journal-11432	83	26	federal	federal	ADJ
american_scientific_journal-11432	83	27	capital	capital	NOUN
american_scientific_journal-11432	83	28	territory	territory	NOUN
american_scientific_journal-11432	83	29	,	,	PUNCT
american_scientific_journal-11432	83	30	nigeria	nigeria	PROPN
american_scientific_journal-11432	83	31	.	.	PUNCT
american_scientific_journal-11432	84	1	the	the	DET
american_scientific_journal-11432	84	2	city	city	NOUN
american_scientific_journal-11432	84	3	is	be	AUX
american_scientific_journal-11432	84	4	the	the	DET
american_scientific_journal-11432	84	5	capital	capital	NOUN
american_scientific_journal-11432	84	6	and	and	CCONJ
american_scientific_journal-11432	84	7	eighth	eighth	ADJ
american_scientific_journal-11432	84	8	most	most	ADV
american_scientific_journal-11432	84	9	populous	populous	ADJ
american_scientific_journal-11432	84	10	city	city	NOUN
american_scientific_journal-11432	84	11	of	of	ADP
american_scientific_journal-11432	84	12	nigeria.[8	nigeria.[8	NOUN
american_scientific_journal-11432	84	13	]	]	PUNCT
american_scientific_journal-11432	84	14	.	.	PUNCT
american_scientific_journal-11432	85	1	the	the	DET
american_scientific_journal-11432	85	2	field	field	NOUN
american_scientific_journal-11432	85	3	study	study	NOUN
american_scientific_journal-11432	85	4	was	be	AUX
american_scientific_journal-11432	85	5	carried	carry	VERB
american_scientific_journal-11432	85	6	out	out	ADP
american_scientific_journal-11432	85	7	in	in	ADP
american_scientific_journal-11432	85	8	the	the	DET
american_scientific_journal-11432	85	9	gwagwalada	gwagwalada	NOUN
american_scientific_journal-11432	85	10	area	area	NOUN
american_scientific_journal-11432	85	11	,	,	PUNCT
american_scientific_journal-11432	85	12	american	american	PROPN
american_scientific_journal-11432	85	13	academic	academic	ADJ
american_scientific_journal-11432	85	14	scientific	scientific	ADJ
american_scientific_journal-11432	85	15	research	research	NOUN
american_scientific_journal-11432	85	16	journal	journal	NOUN
american_scientific_journal-11432	85	17	for	for	ADP
american_scientific_journal-11432	85	18	engineering	engineering	NOUN
american_scientific_journal-11432	85	19	,	,	PUNCT
american_scientific_journal-11432	85	20	technology	technology	NOUN
american_scientific_journal-11432	85	21	,	,	PUNCT
american_scientific_journal-11432	85	22	and	and	CCONJ
american_scientific_journal-11432	85	23	sciences	science	NOUN
american_scientific_journal-11432	85	24	(	(	PUNCT
american_scientific_journal-11432	85	25	asrjets	asrjet	NOUN
american_scientific_journal-11432	85	26	)	)	PUNCT
american_scientific_journal-11432	85	27	volume	volume	NOUN
american_scientific_journal-11432	85	28	101	101	NUM
american_scientific_journal-11432	85	29	,	,	PUNCT
american_scientific_journal-11432	85	30	no	no	DET
american_scientific_journal-11432	85	31	1	1	NUM
american_scientific_journal-11432	85	32	,	,	PUNCT
american_scientific_journal-11432	85	33	pp	pp	ADV
american_scientific_journal-11432	85	34	71	71	NUM
american_scientific_journal-11432	85	35	-	-	SYM
american_scientific_journal-11432	85	36	96	96	NUM
american_scientific_journal-11432	85	37	75	75	NUM
american_scientific_journal-11432	85	38	abuja	abuja	PROPN
american_scientific_journal-11432	85	39	,	,	PUNCT
american_scientific_journal-11432	85	40	nigeria	nigeria	PROPN
american_scientific_journal-11432	85	41	.	.	PUNCT
american_scientific_journal-11432	86	1	gwagwalada	gwagwalada	PROPN
american_scientific_journal-11432	86	2	(	(	PUNCT
american_scientific_journal-11432	86	3	8.9508	8.9508	NUM
american_scientific_journal-11432	86	4	°	°	NOUN
american_scientific_journal-11432	86	5	n	n	CCONJ
american_scientific_journal-11432	86	6	,	,	PUNCT
american_scientific_journal-11432	86	7	7.0767	7.0767	NUM
american_scientific_journal-11432	86	8	°	°	NUM
american_scientific_journal-11432	86	9	e	e	NOUN
american_scientific_journal-11432	86	10	)	)	PUNCT
american_scientific_journal-11432	86	11	is	be	AUX
american_scientific_journal-11432	86	12	a	a	DET
american_scientific_journal-11432	86	13	local	local	ADJ
american_scientific_journal-11432	86	14	government	government	NOUN
american_scientific_journal-11432	86	15	area	area	NOUN
american_scientific_journal-11432	86	16	and	and	CCONJ
american_scientific_journal-11432	86	17	the	the	DET
american_scientific_journal-11432	86	18	main	main	ADJ
american_scientific_journal-11432	86	19	town	town	NOUN
american_scientific_journal-11432	86	20	in	in	ADP
american_scientific_journal-11432	86	21	the	the	DET
american_scientific_journal-11432	86	22	federal	federal	ADJ
american_scientific_journal-11432	86	23	capital	capital	NOUN
american_scientific_journal-11432	86	24	territory	territory	NOUN
american_scientific_journal-11432	86	25	in	in	ADP
american_scientific_journal-11432	86	26	nigeria	nigeria	PROPN
american_scientific_journal-11432	86	27	.	.	PUNCT
american_scientific_journal-11432	87	1	gwagwalada	gwagwalada	PROPN
american_scientific_journal-11432	87	2	has	have	VERB
american_scientific_journal-11432	87	3	an	an	DET
american_scientific_journal-11432	87	4	area	area	NOUN
american_scientific_journal-11432	87	5	of	of	ADP
american_scientific_journal-11432	87	6	1,043	1,043	NUM
american_scientific_journal-11432	87	7	km	km	NOUN
american_scientific_journal-11432	87	8	2	2	NUM
american_scientific_journal-11432	87	9	and	and	CCONJ
american_scientific_journal-11432	87	10	a	a	DET
american_scientific_journal-11432	87	11	population	population	NOUN
american_scientific_journal-11432	87	12	of	of	ADP
american_scientific_journal-11432	87	13	157,770	157,770	NUM
american_scientific_journal-11432	87	14	at	at	ADP
american_scientific_journal-11432	87	15	2006.[9	2006.[9	NUM
american_scientific_journal-11432	87	16	]	]	PUNCT
american_scientific_journal-11432	87	17	although	although	SCONJ
american_scientific_journal-11432	87	18	,	,	PUNCT
american_scientific_journal-11432	87	19	gwagwalada	gwagwalada	PROPN
american_scientific_journal-11432	87	20	was	be	AUX
american_scientific_journal-11432	87	21	more	more	ADJ
american_scientific_journal-11432	87	22	than	than	ADP
american_scientific_journal-11432	87	23	a	a	DET
american_scientific_journal-11432	87	24	quarter	quarter	NOUN
american_scientific_journal-11432	87	25	of	of	ADP
american_scientific_journal-11432	87	26	a	a	DET
american_scientific_journal-11432	87	27	million	million	NUM
american_scientific_journal-11432	87	28	as	as	ADP
american_scientific_journal-11432	87	29	total	total	ADJ
american_scientific_journal-11432	87	30	population	population	NOUN
american_scientific_journal-11432	87	31	in	in	ADP
american_scientific_journal-11432	87	32	2023	2023	NUM
american_scientific_journal-11432	87	33	.	.	PUNCT
american_scientific_journal-11432	88	1	it	it	PRON
american_scientific_journal-11432	88	2	is	be	AUX
american_scientific_journal-11432	88	3	bordered	border	VERB
american_scientific_journal-11432	88	4	by	by	ADP
american_scientific_journal-11432	88	5	other	other	ADJ
american_scientific_journal-11432	88	6	local	local	ADJ
american_scientific_journal-11432	88	7	governments	government	NOUN
american_scientific_journal-11432	88	8	which	which	PRON
american_scientific_journal-11432	88	9	are	be	AUX
american_scientific_journal-11432	88	10	abaji	abaji	PROPN
american_scientific_journal-11432	88	11	,	,	PUNCT
american_scientific_journal-11432	88	12	kuje	kuje	NOUN
american_scientific_journal-11432	88	13	and	and	CCONJ
american_scientific_journal-11432	88	14	kwali	kwali	VERB
american_scientific_journal-11432	88	15	.	.	PUNCT
american_scientific_journal-11432	89	1	this	this	DET
american_scientific_journal-11432	89	2	study	study	NOUN
american_scientific_journal-11432	89	3	covered	cover	VERB
american_scientific_journal-11432	89	4	a	a	DET
american_scientific_journal-11432	89	5	field	field	NOUN
american_scientific_journal-11432	89	6	study	study	NOUN
american_scientific_journal-11432	89	7	in	in	ADP
american_scientific_journal-11432	89	8	gwagwalada	gwagwalada	PROPN
american_scientific_journal-11432	89	9	residential	residential	ADJ
american_scientific_journal-11432	89	10	area	area	NOUN
american_scientific_journal-11432	89	11	.	.	PUNCT
american_scientific_journal-11432	90	1	this	this	DET
american_scientific_journal-11432	90	2	area	area	NOUN
american_scientific_journal-11432	90	3	is	be	AUX
american_scientific_journal-11432	90	4	highly	highly	ADV
american_scientific_journal-11432	90	5	populated	populated	ADJ
american_scientific_journal-11432	90	6	with	with	ADP
american_scientific_journal-11432	90	7	residents	resident	NOUN
american_scientific_journal-11432	90	8	,	,	PUNCT
american_scientific_journal-11432	90	9	landfills	landfill	NOUN
american_scientific_journal-11432	90	10	and	and	CCONJ
american_scientific_journal-11432	90	11	dumpsites	dumpsite	NOUN
american_scientific_journal-11432	90	12	which	which	PRON
american_scientific_journal-11432	90	13	are	be	AUX
american_scientific_journal-11432	90	14	located	locate	VERB
american_scientific_journal-11432	90	15	in	in	ADP
american_scientific_journal-11432	90	16	this	this	DET
american_scientific_journal-11432	90	17	vicinity	vicinity	NOUN
american_scientific_journal-11432	90	18	quite	quite	DET
american_scientific_journal-11432	90	19	a	a	DET
american_scientific_journal-11432	90	20	lot	lot	NOUN
american_scientific_journal-11432	90	21	.	.	PUNCT
american_scientific_journal-11432	91	1	this	this	DET
american_scientific_journal-11432	91	2	area	area	NOUN
american_scientific_journal-11432	91	3	is	be	AUX
american_scientific_journal-11432	91	4	well	well	ADV
american_scientific_journal-11432	91	5	polluted	polluted	ADJ
american_scientific_journal-11432	91	6	and	and	CCONJ
american_scientific_journal-11432	91	7	this	this	DET
american_scientific_journal-11432	91	8	area	area	NOUN
american_scientific_journal-11432	91	9	is	be	AUX
american_scientific_journal-11432	91	10	chosen	choose	VERB
american_scientific_journal-11432	91	11	due	due	ADP
american_scientific_journal-11432	91	12	to	to	ADP
american_scientific_journal-11432	91	13	the	the	DET
american_scientific_journal-11432	91	14	following	follow	VERB
american_scientific_journal-11432	91	15	activities	activity	NOUN
american_scientific_journal-11432	91	16	:	:	PUNCT
american_scientific_journal-11432	91	17			X
american_scientific_journal-11432	91	18	consumer	consumer	NOUN
american_scientific_journal-11432	91	19	items	item	NOUN
american_scientific_journal-11432	91	20	:	:	PUNCT
american_scientific_journal-11432	91	21	air	air	NOUN
american_scientific_journal-11432	91	22	travel	travel	NOUN
american_scientific_journal-11432	91	23	,	,	PUNCT
american_scientific_journal-11432	91	24	cigarettes	cigarette	NOUN
american_scientific_journal-11432	91	25	,	,	PUNCT
american_scientific_journal-11432	91	26	building	building	NOUN
american_scientific_journal-11432	91	27	materials	material	NOUN
american_scientific_journal-11432	91	28	,	,	PUNCT
american_scientific_journal-11432	91	29	hydrocarbon	hydrocarbon	NOUN
american_scientific_journal-11432	91	30	products	product	NOUN
american_scientific_journal-11432	91	31	,	,	PUNCT
american_scientific_journal-11432	91	32	food	food	NOUN
american_scientific_journal-11432	91	33	materials	material	NOUN
american_scientific_journal-11432	91	34	etc	etc	X
american_scientific_journal-11432	91	35	.	.	X
american_scientific_journal-11432	92	1			X
american_scientific_journal-11432	92	2	occupational	occupational	ADJ
american_scientific_journal-11432	92	3	exposure	exposure	NOUN
american_scientific_journal-11432	92	4	:	:	PUNCT
american_scientific_journal-11432	92	5	people	people	NOUN
american_scientific_journal-11432	92	6	and	and	CCONJ
american_scientific_journal-11432	92	7	residents	resident	NOUN
american_scientific_journal-11432	92	8	that	that	PRON
american_scientific_journal-11432	92	9	work	work	VERB
american_scientific_journal-11432	92	10	and	and	CCONJ
american_scientific_journal-11432	92	11	harbor	harbor	VERB
american_scientific_journal-11432	92	12	around	around	ADP
american_scientific_journal-11432	92	13	.	.	PUNCT
american_scientific_journal-11432	93	1			NOUN
american_scientific_journal-11432	93	2	inhalation	inhalation	NOUN
american_scientific_journal-11432	93	3	of	of	ADP
american_scientific_journal-11432	93	4	air	air	NOUN
american_scientific_journal-11432	93	5	:	:	PUNCT
american_scientific_journal-11432	93	6	mainly	mainly	ADV
american_scientific_journal-11432	93	7	from	from	ADP
american_scientific_journal-11432	93	8	radon	radon	PROPN
american_scientific_journal-11432	93	9	,	,	PUNCT
american_scientific_journal-11432	93	10	depends	depend	VERB
american_scientific_journal-11432	93	11	on	on	ADP
american_scientific_journal-11432	93	12	indoor	indoor	ADJ
american_scientific_journal-11432	93	13	accumulation	accumulation	NOUN
american_scientific_journal-11432	93	14	from	from	ADP
american_scientific_journal-11432	93	15	the	the	DET
american_scientific_journal-11432	93	16	dumpsite	dumpsite	PROPN
american_scientific_journal-11432	93	17	and	and	CCONJ
american_scientific_journal-11432	93	18	landfill	landfill	NOUN
american_scientific_journal-11432	93	19	.	.	PUNCT
american_scientific_journal-11432	94	1			X
american_scientific_journal-11432	94	2	terrestrial	terrestrial	ADJ
american_scientific_journal-11432	94	3	radiation	radiation	NOUN
american_scientific_journal-11432	94	4	from	from	ADP
american_scientific_journal-11432	94	5	the	the	DET
american_scientific_journal-11432	94	6	ground	ground	NOUN
american_scientific_journal-11432	94	7	:	:	PUNCT
american_scientific_journal-11432	94	8	depends	depend	VERB
american_scientific_journal-11432	94	9	on	on	ADP
american_scientific_journal-11432	94	10	soil	soil	NOUN
american_scientific_journal-11432	94	11	and	and	CCONJ
american_scientific_journal-11432	94	12	building	building	NOUN
american_scientific_journal-11432	94	13	materials	material	NOUN
american_scientific_journal-11432	94	14			NOUN
american_scientific_journal-11432	94	15	cosmic	cosmic	ADJ
american_scientific_journal-11432	94	16	radiation	radiation	NOUN
american_scientific_journal-11432	94	17	from	from	ADP
american_scientific_journal-11432	94	18	space	space	NOUN
american_scientific_journal-11432	94	19	:	:	PUNCT
american_scientific_journal-11432	94	20	depends	depend	VERB
american_scientific_journal-11432	94	21	on	on	ADP
american_scientific_journal-11432	94	22	altitude	altitude	NOUN
american_scientific_journal-11432	94	23	the	the	DET
american_scientific_journal-11432	94	24	residential	residential	ADJ
american_scientific_journal-11432	94	25	area	area	NOUN
american_scientific_journal-11432	94	26	was	be	AUX
american_scientific_journal-11432	94	27	chosen	choose	VERB
american_scientific_journal-11432	94	28	to	to	PART
american_scientific_journal-11432	94	29	check	check	VERB
american_scientific_journal-11432	94	30	and	and	CCONJ
american_scientific_journal-11432	94	31	measure	measure	VERB
american_scientific_journal-11432	94	32	the	the	DET
american_scientific_journal-11432	94	33	background	background	NOUN
american_scientific_journal-11432	94	34	radiation	radiation	NOUN
american_scientific_journal-11432	94	35	dose	dose	NOUN
american_scientific_journal-11432	94	36	rate	rate	NOUN
american_scientific_journal-11432	94	37	that	that	PRON
american_scientific_journal-11432	94	38	the	the	DET
american_scientific_journal-11432	94	39	resident	resident	NOUN
american_scientific_journal-11432	94	40	could	could	AUX
american_scientific_journal-11432	94	41	probably	probably	ADV
american_scientific_journal-11432	94	42	be	be	AUX
american_scientific_journal-11432	94	43	exposed	expose	VERB
american_scientific_journal-11432	94	44	to	to	ADP
american_scientific_journal-11432	94	45	due	due	ADP
american_scientific_journal-11432	94	46	to	to	ADP
american_scientific_journal-11432	94	47	the	the	DET
american_scientific_journal-11432	94	48	activities	activity	NOUN
american_scientific_journal-11432	94	49	mentioned	mention	VERB
american_scientific_journal-11432	94	50	above	above	ADV
american_scientific_journal-11432	94	51	.	.	PUNCT
american_scientific_journal-11432	95	1	2.2	2.2	NUM
american_scientific_journal-11432	95	2	design	design	NOUN
american_scientific_journal-11432	95	3	and	and	CCONJ
american_scientific_journal-11432	95	4	technique	technique	NOUN
american_scientific_journal-11432	95	5	of	of	ADP
american_scientific_journal-11432	95	6	the	the	DET
american_scientific_journal-11432	95	7	study	study	NOUN
american_scientific_journal-11432	95	8	the	the	DET
american_scientific_journal-11432	95	9	study	study	NOUN
american_scientific_journal-11432	95	10	design	design	NOUN
american_scientific_journal-11432	95	11	was	be	AUX
american_scientific_journal-11432	95	12	an	an	DET
american_scientific_journal-11432	95	13	experimental	experimental	ADV
american_scientific_journal-11432	95	14	-	-	PUNCT
american_scientific_journal-11432	95	15	based	base	VERB
american_scientific_journal-11432	95	16	and	and	CCONJ
american_scientific_journal-11432	95	17	field	field	NOUN
american_scientific_journal-11432	95	18	data	datum	NOUN
american_scientific_journal-11432	95	19	collection	collection	NOUN
american_scientific_journal-11432	95	20	design	design	NOUN
american_scientific_journal-11432	95	21	.	.	PUNCT
american_scientific_journal-11432	96	1	the	the	DET
american_scientific_journal-11432	96	2	study	study	NOUN
american_scientific_journal-11432	96	3	involved	involve	VERB
american_scientific_journal-11432	96	4	the	the	DET
american_scientific_journal-11432	96	5	measurement	measurement	NOUN
american_scientific_journal-11432	96	6	of	of	ADP
american_scientific_journal-11432	96	7	the	the	DET
american_scientific_journal-11432	96	8	amount	amount	NOUN
american_scientific_journal-11432	96	9	of	of	ADP
american_scientific_journal-11432	96	10	radiation	radiation	NOUN
american_scientific_journal-11432	96	11	per	per	ADP
american_scientific_journal-11432	96	12	unit	unit	NOUN
american_scientific_journal-11432	96	13	of	of	ADP
american_scientific_journal-11432	96	14	time	time	NOUN
american_scientific_journal-11432	96	15	from	from	ADP
american_scientific_journal-11432	96	16	naturally	naturally	ADV
american_scientific_journal-11432	96	17	occurring	occur	VERB
american_scientific_journal-11432	96	18	radioactive	radioactive	ADJ
american_scientific_journal-11432	96	19	materials	material	NOUN
american_scientific_journal-11432	96	20	(	(	PUNCT
american_scientific_journal-11432	96	21	norm	norm	NOUN
american_scientific_journal-11432	96	22	)	)	PUNCT
american_scientific_journal-11432	96	23	which	which	PRON
american_scientific_journal-11432	96	24	are	be	AUX
american_scientific_journal-11432	96	25	present	present	ADJ
american_scientific_journal-11432	96	26	in	in	ADP
american_scientific_journal-11432	96	27	the	the	DET
american_scientific_journal-11432	96	28	surroundings	surrounding	NOUN
american_scientific_journal-11432	96	29	.	.	PUNCT
american_scientific_journal-11432	97	1	the	the	DET
american_scientific_journal-11432	97	2	radiation	radiation	NOUN
american_scientific_journal-11432	97	3	per	per	ADP
american_scientific_journal-11432	97	4	unit	unit	NOUN
american_scientific_journal-11432	97	5	of	of	ADP
american_scientific_journal-11432	97	6	time	time	NOUN
american_scientific_journal-11432	97	7	is	be	AUX
american_scientific_journal-11432	97	8	called	call	VERB
american_scientific_journal-11432	97	9	a	a	DET
american_scientific_journal-11432	97	10	dose	dose	NOUN
american_scientific_journal-11432	97	11	or	or	CCONJ
american_scientific_journal-11432	97	12	dose	dose	NOUN
american_scientific_journal-11432	97	13	rate	rate	NOUN
american_scientific_journal-11432	97	14	which	which	PRON
american_scientific_journal-11432	97	15	is	be	AUX
american_scientific_journal-11432	97	16	based	base	VERB
american_scientific_journal-11432	97	17	on	on	ADP
american_scientific_journal-11432	97	18	radioactivity	radioactivity	NOUN
american_scientific_journal-11432	97	19	,	,	PUNCT
american_scientific_journal-11432	97	20	a	a	DET
american_scientific_journal-11432	97	21	term	term	NOUN
american_scientific_journal-11432	97	22	used	use	VERB
american_scientific_journal-11432	97	23	to	to	PART
american_scientific_journal-11432	97	24	describe	describe	VERB
american_scientific_journal-11432	97	25	the	the	DET
american_scientific_journal-11432	97	26	disintegration	disintegration	NOUN
american_scientific_journal-11432	97	27	of	of	ADP
american_scientific_journal-11432	97	28	atoms.[10	atoms.[10	NOUN
american_scientific_journal-11432	97	29	]	]	PUNCT
american_scientific_journal-11432	97	30	the	the	DET
american_scientific_journal-11432	97	31	unit	unit	NOUN
american_scientific_journal-11432	97	32	of	of	ADP
american_scientific_journal-11432	97	33	absorbed	absorb	VERB
american_scientific_journal-11432	97	34	radiation	radiation	NOUN
american_scientific_journal-11432	97	35	dose	dose	NOUN
american_scientific_journal-11432	97	36	is	be	AUX
american_scientific_journal-11432	97	37	the	the	DET
american_scientific_journal-11432	97	38	sievert	sievert	NOUN
american_scientific_journal-11432	97	39	(	(	PUNCT
american_scientific_journal-11432	97	40	sv	sv	NOUN
american_scientific_journal-11432	97	41	)	)	PUNCT
american_scientific_journal-11432	97	42	.	.	PUNCT
american_scientific_journal-11432	98	1	since	since	SCONJ
american_scientific_journal-11432	98	2	one	one	NUM
american_scientific_journal-11432	98	3	sievert	sievert	NOUN
american_scientific_journal-11432	98	4	is	be	AUX
american_scientific_journal-11432	98	5	a	a	DET
american_scientific_journal-11432	98	6	large	large	ADJ
american_scientific_journal-11432	98	7	quantity	quantity	NOUN
american_scientific_journal-11432	98	8	,	,	PUNCT
american_scientific_journal-11432	98	9	radiation	radiation	NOUN
american_scientific_journal-11432	98	10	doses	dose	NOUN
american_scientific_journal-11432	98	11	normally	normally	ADV
american_scientific_journal-11432	98	12	encountered	encounter	VERB
american_scientific_journal-11432	98	13	are	be	AUX
american_scientific_journal-11432	98	14	expressed	express	VERB
american_scientific_journal-11432	98	15	in	in	ADP
american_scientific_journal-11432	98	16	millisievert	millisievert	X
american_scientific_journal-11432	98	17	(	(	PUNCT
american_scientific_journal-11432	98	18	msv	msv	PROPN
american_scientific_journal-11432	98	19	)	)	PUNCT
american_scientific_journal-11432	98	20	or	or	CCONJ
american_scientific_journal-11432	98	21	microsievert	microsievert	NOUN
american_scientific_journal-11432	98	22	(	(	PUNCT
american_scientific_journal-11432	98	23	µsv).[10	µsv).[10	X
american_scientific_journal-11432	98	24	]	]	PUNCT
american_scientific_journal-11432	98	25	the	the	DET
american_scientific_journal-11432	98	26	standard	standard	ADJ
american_scientific_journal-11432	98	27	and	and	CCONJ
american_scientific_journal-11432	98	28	average	average	ADJ
american_scientific_journal-11432	98	29	radiation	radiation	NOUN
american_scientific_journal-11432	98	30	exposure	exposure	NOUN
american_scientific_journal-11432	98	31	due	due	ADP
american_scientific_journal-11432	98	32	to	to	ADP
american_scientific_journal-11432	98	33	all	all	PRON
american_scientific_journal-11432	98	34	-	-	PUNCT
american_scientific_journal-11432	98	35	natural	natural	ADJ
american_scientific_journal-11432	98	36	sources	source	NOUN
american_scientific_journal-11432	98	37	is	be	AUX
american_scientific_journal-11432	98	38	2.4	2.4	NUM
american_scientific_journal-11432	98	39	msv	msv	X
american_scientific_journal-11432	98	40	(	(	PUNCT
american_scientific_journal-11432	98	41	0.27µsv	0.27µsv	NOUN
american_scientific_journal-11432	98	42	)	)	PUNCT
american_scientific_journal-11432	98	43	a	a	DET
american_scientific_journal-11432	98	44	year	year	NOUN
american_scientific_journal-11432	98	45	as	as	SCONJ
american_scientific_journal-11432	98	46	published	publish	VERB
american_scientific_journal-11432	98	47	by	by	ADP
american_scientific_journal-11432	98	48	iaea	iaea	NOUN
american_scientific_journal-11432	98	49	,	,	PUNCT
american_scientific_journal-11432	98	50	reported	report	VERB
american_scientific_journal-11432	98	51	by	by	ADP
american_scientific_journal-11432	98	52	unscear	unscear	ADJ
american_scientific_journal-11432	98	53	and	and	CCONJ
american_scientific_journal-11432	98	54	established	establish	VERB
american_scientific_journal-11432	98	55	by	by	ADP
american_scientific_journal-11432	98	56	icrp[11	icrp[11	NOUN
american_scientific_journal-11432	98	57	]	]	PUNCT
american_scientific_journal-11432	98	58	.	.	PUNCT
american_scientific_journal-11432	99	1	this	this	DET
american_scientific_journal-11432	99	2	established	establish	VERB
american_scientific_journal-11432	99	3	value	value	NOUN
american_scientific_journal-11432	99	4	was	be	AUX
american_scientific_journal-11432	99	5	used	use	VERB
american_scientific_journal-11432	99	6	to	to	PART
american_scientific_journal-11432	99	7	indicate	indicate	VERB
american_scientific_journal-11432	99	8	and	and	CCONJ
american_scientific_journal-11432	99	9	distinguish	distinguish	VERB
american_scientific_journal-11432	99	10	the	the	DET
american_scientific_journal-11432	99	11	measured	measure	VERB
american_scientific_journal-11432	99	12	to	to	PART
american_scientific_journal-11432	99	13	be	be	AUX
american_scientific_journal-11432	99	14	either	either	CCONJ
american_scientific_journal-11432	99	15	harmful	harmful	ADJ
american_scientific_journal-11432	99	16	or	or	CCONJ
american_scientific_journal-11432	99	17	harmless	harmless	NOUN
american_scientific_journal-11432	99	18	.	.	PUNCT
american_scientific_journal-11432	100	1	any	any	DET
american_scientific_journal-11432	100	2	value	value	NOUN
american_scientific_journal-11432	100	3	less	less	ADJ
american_scientific_journal-11432	100	4	than	than	ADP
american_scientific_journal-11432	100	5	or	or	CCONJ
american_scientific_journal-11432	100	6	equal	equal	ADJ
american_scientific_journal-11432	100	7	to	to	ADP
american_scientific_journal-11432	100	8	0.27µsv	0.27µsv	NOUN
american_scientific_journal-11432	100	9	/	/	SYM
american_scientific_journal-11432	100	10	hr	hr	NOUN
american_scientific_journal-11432	100	11	was	be	AUX
american_scientific_journal-11432	100	12	interpreted	interpret	VERB
american_scientific_journal-11432	100	13	as	as	ADP
american_scientific_journal-11432	100	14	harmless	harmless	ADJ
american_scientific_journal-11432	100	15	and	and	CCONJ
american_scientific_journal-11432	100	16	any	any	DET
american_scientific_journal-11432	100	17	value	value	NOUN
american_scientific_journal-11432	100	18	greater	great	ADJ
american_scientific_journal-11432	100	19	than	than	ADP
american_scientific_journal-11432	100	20	the	the	DET
american_scientific_journal-11432	100	21	standard	standard	NOUN
american_scientific_journal-11432	100	22	is	be	AUX
american_scientific_journal-11432	100	23	interpreted	interpret	VERB
american_scientific_journal-11432	100	24	as	as	ADP
american_scientific_journal-11432	100	25	harmful	harmful	ADJ
american_scientific_journal-11432	100	26	.	.	PUNCT
american_scientific_journal-11432	101	1	also	also	ADV
american_scientific_journal-11432	101	2	,	,	PUNCT
american_scientific_journal-11432	101	3	these	these	DET
american_scientific_journal-11432	101	4	radiations	radiation	NOUN
american_scientific_journal-11432	101	5	were	be	AUX
american_scientific_journal-11432	101	6	categorically	categorically	ADV
american_scientific_journal-11432	101	7	the	the	DET
american_scientific_journal-11432	101	8	three	three	NUM
american_scientific_journal-11432	101	9	radiations	radiation	NOUN
american_scientific_journal-11432	101	10	,	,	PUNCT
american_scientific_journal-11432	101	11	namely	namely	ADV
american_scientific_journal-11432	101	12	alpha	alpha	NOUN
american_scientific_journal-11432	101	13	,	,	PUNCT
american_scientific_journal-11432	101	14	beta	beta	NOUN
american_scientific_journal-11432	101	15	,	,	PUNCT
american_scientific_journal-11432	101	16	and	and	CCONJ
american_scientific_journal-11432	101	17	gamma	gamma	NOUN
american_scientific_journal-11432	101	18	.	.	PUNCT
american_scientific_journal-11432	102	1	the	the	DET
american_scientific_journal-11432	102	2	quantification	quantification	NOUN
american_scientific_journal-11432	102	3	of	of	ADP
american_scientific_journal-11432	102	4	these	these	DET
american_scientific_journal-11432	102	5	radiations	radiation	NOUN
american_scientific_journal-11432	102	6	and	and	CCONJ
american_scientific_journal-11432	102	7	expression	expression	NOUN
american_scientific_journal-11432	102	8	with	with	ADP
american_scientific_journal-11432	102	9	time	time	NOUN
american_scientific_journal-11432	102	10	is	be	AUX
american_scientific_journal-11432	102	11	the	the	DET
american_scientific_journal-11432	102	12	technique	technique	NOUN
american_scientific_journal-11432	102	13	used	use	VERB
american_scientific_journal-11432	102	14	to	to	PART
american_scientific_journal-11432	102	15	record	record	VERB
american_scientific_journal-11432	102	16	the	the	DET
american_scientific_journal-11432	102	17	amount	amount	NOUN
american_scientific_journal-11432	102	18	of	of	ADP
american_scientific_journal-11432	102	19	radiation	radiation	NOUN
american_scientific_journal-11432	102	20	exposure	exposure	NOUN
american_scientific_journal-11432	102	21	or	or	CCONJ
american_scientific_journal-11432	102	22	natural	natural	ADJ
american_scientific_journal-11432	102	23	background	background	NOUN
american_scientific_journal-11432	102	24	radiation	radiation	NOUN
american_scientific_journal-11432	102	25	in	in	ADP
american_scientific_journal-11432	102	26	an	an	DET
american_scientific_journal-11432	102	27	area	area	NOUN
american_scientific_journal-11432	102	28	2.3	2.3	NUM
american_scientific_journal-11432	102	29	instrumentation	instrumentation	NOUN
american_scientific_journal-11432	102	30	of	of	ADP
american_scientific_journal-11432	102	31	the	the	DET
american_scientific_journal-11432	102	32	study	study	NOUN
american_scientific_journal-11432	102	33	1	1	NUM
american_scientific_journal-11432	102	34	.	.	PUNCT
american_scientific_journal-11432	102	35	gamma	gamma	PROPN
american_scientific_journal-11432	102	36	scout	scout	PROPN
american_scientific_journal-11432	102	37	gamma	gamma	PROPN
american_scientific_journal-11432	102	38	scout	scout	PROPN
american_scientific_journal-11432	102	39	(	(	PUNCT
american_scientific_journal-11432	102	40	model	model	NOUN
american_scientific_journal-11432	102	41	gs2	gs2	PROPN
american_scientific_journal-11432	102	42	with	with	ADP
american_scientific_journal-11432	102	43	serial	serial	ADJ
american_scientific_journal-11432	102	44	number	number	NOUN
american_scientific_journal-11432	102	45	a20	a20	NOUN
american_scientific_journal-11432	102	46	)	)	PUNCT
american_scientific_journal-11432	102	47	is	be	AUX
american_scientific_journal-11432	102	48	a	a	DET
american_scientific_journal-11432	102	49	part	part	NOUN
american_scientific_journal-11432	102	50	of	of	ADP
american_scientific_journal-11432	102	51	the	the	DET
american_scientific_journal-11432	102	52	gamma	gamma	PROPN
american_scientific_journal-11432	102	53	scout	scout	PROPN
american_scientific_journal-11432	102	54	series	series	PROPN
american_scientific_journal-11432	102	55	which	which	PRON
american_scientific_journal-11432	102	56	is	be	AUX
american_scientific_journal-11432	102	57	a	a	DET
american_scientific_journal-11432	102	58	radiation	radiation	NOUN
american_scientific_journal-11432	102	59	measuring	measure	VERB
american_scientific_journal-11432	102	60	device	device	NOUN
american_scientific_journal-11432	102	61	that	that	PRON
american_scientific_journal-11432	102	62	measures	measure	VERB
american_scientific_journal-11432	102	63	alpha	alpha	NOUN
american_scientific_journal-11432	102	64	,	,	PUNCT
american_scientific_journal-11432	102	65	beta	beta	NOUN
american_scientific_journal-11432	102	66	,	,	PUNCT
american_scientific_journal-11432	102	67	gamma	gamma	NOUN
american_scientific_journal-11432	102	68	radiation	radiation	NOUN
american_scientific_journal-11432	102	69	and	and	CCONJ
american_scientific_journal-11432	102	70	also	also	ADV
american_scientific_journal-11432	102	71	x	x	NOUN
american_scientific_journal-11432	102	72	-	-	PUNCT
american_scientific_journal-11432	102	73	rays.[12	rays.[12	VERB
american_scientific_journal-11432	102	74	]	]	PUNCT
american_scientific_journal-11432	102	75	the	the	DET
american_scientific_journal-11432	102	76	gamma	gamma	PROPN
american_scientific_journal-11432	102	77	senses	sense	NOUN
american_scientific_journal-11432	102	78	ionizing	ionize	VERB
american_scientific_journal-11432	102	79	radiation	radiation	NOUN
american_scientific_journal-11432	102	80	using	use	VERB
american_scientific_journal-11432	102	81	a	a	DET
american_scientific_journal-11432	102	82	g	g	NOUN
american_scientific_journal-11432	102	83	-	-	PUNCT
american_scientific_journal-11432	102	84	m	m	PROPN
american_scientific_journal-11432	102	85	(	(	PUNCT
american_scientific_journal-11432	102	86	geiger	geiger	PROPN
american_scientific_journal-11432	102	87	muller	muller	PROPN
american_scientific_journal-11432	102	88	)	)	PUNCT
american_scientific_journal-11432	102	89	tube	tube	NOUN
american_scientific_journal-11432	102	90	within	within	ADP
american_scientific_journal-11432	102	91	a	a	DET
american_scientific_journal-11432	102	92	thin	thin	ADJ
american_scientific_journal-11432	102	93	mica	mica	NOUN
american_scientific_journal-11432	102	94	window	window	NOUN
american_scientific_journal-11432	102	95	.	.	PUNCT
american_scientific_journal-11432	103	1	the	the	DET
american_scientific_journal-11432	103	2	window	window	NOUN
american_scientific_journal-11432	103	3	monitor	monitor	NOUN
american_scientific_journal-11432	103	4	is	be	AUX
american_scientific_journal-11432	103	5	optimized	optimize	VERB
american_scientific_journal-11432	103	6	to	to	PART
american_scientific_journal-11432	103	7	detect	detect	VERB
american_scientific_journal-11432	103	8	low	low	ADJ
american_scientific_journal-11432	103	9	and	and	CCONJ
american_scientific_journal-11432	103	10	high	high	ADJ
american_scientific_journal-11432	103	11	levels	level	NOUN
american_scientific_journal-11432	103	12	of	of	ADP
american_scientific_journal-11432	103	13	ionization	ionization	NOUN
american_scientific_journal-11432	103	14	.	.	PUNCT
american_scientific_journal-11432	104	1	gamma	gamma	PROPN
american_scientific_journal-11432	104	2	scout	scout	PROPN
american_scientific_journal-11432	104	3	has	have	VERB
american_scientific_journal-11432	104	4	the	the	DET
american_scientific_journal-11432	104	5	following	follow	VERB
american_scientific_journal-11432	104	6	accessories	accessory	NOUN
american_scientific_journal-11432	104	7	:	:	PUNCT
american_scientific_journal-11432	104	8	cumulative	cumulative	ADJ
american_scientific_journal-11432	104	9	dose	dose	NOUN
american_scientific_journal-11432	104	10	function	function	NOUN
american_scientific_journal-11432	104	11	,	,	PUNCT
american_scientific_journal-11432	104	12	two	two	NUM
american_scientific_journal-11432	104	13	bytes	byte	VERB
american_scientific_journal-11432	104	14	data	datum	NOUN
american_scientific_journal-11432	104	15	memory	memory	NOUN
american_scientific_journal-11432	104	16	,	,	PUNCT
american_scientific_journal-11432	104	17	audio	audio	ADJ
american_scientific_journal-11432	104	18	warning	warning	NOUN
american_scientific_journal-11432	104	19	alert	alert	NOUN
american_scientific_journal-11432	104	20	,	,	PUNCT
american_scientific_journal-11432	104	21	visual	visual	ADJ
american_scientific_journal-11432	104	22	indicator	indicator	NOUN
american_scientific_journal-11432	104	23	of	of	ADP
american_scientific_journal-11432	104	24	annual	annual	ADJ
american_scientific_journal-11432	104	25	dose	dose	NOUN
american_scientific_journal-11432	104	26	,	,	PUNCT
american_scientific_journal-11432	104	27	audible	audible	ADJ
american_scientific_journal-11432	104	28	pulse	pulse	NOUN
american_scientific_journal-11432	104	29	mode	mode	NOUN
american_scientific_journal-11432	104	30	(	(	PUNCT
american_scientific_journal-11432	104	31	total	total	ADJ
american_scientific_journal-11432	104	32	count	count	NOUN
american_scientific_journal-11432	104	33	american	american	ADJ
american_scientific_journal-11432	104	34	academic	academic	ADJ
american_scientific_journal-11432	104	35	scientific	scientific	ADJ
american_scientific_journal-11432	104	36	research	research	NOUN
american_scientific_journal-11432	104	37	journal	journal	NOUN
american_scientific_journal-11432	104	38	for	for	ADP
american_scientific_journal-11432	104	39	engineering	engineering	NOUN
american_scientific_journal-11432	104	40	,	,	PUNCT
american_scientific_journal-11432	104	41	technology	technology	NOUN
american_scientific_journal-11432	104	42	,	,	PUNCT
american_scientific_journal-11432	104	43	and	and	CCONJ
american_scientific_journal-11432	104	44	sciences	science	NOUN
american_scientific_journal-11432	104	45	(	(	PUNCT
american_scientific_journal-11432	104	46	asrjets	asrjet	NOUN
american_scientific_journal-11432	104	47	)	)	PUNCT
american_scientific_journal-11432	104	48	volume	volume	NOUN
american_scientific_journal-11432	104	49	101	101	NUM
american_scientific_journal-11432	104	50	,	,	PUNCT
american_scientific_journal-11432	104	51	no	no	DET
american_scientific_journal-11432	104	52	1	1	NUM
american_scientific_journal-11432	104	53	,	,	PUNCT
american_scientific_journal-11432	104	54	pp	pp	ADV
american_scientific_journal-11432	104	55	71	71	NUM
american_scientific_journal-11432	104	56	-	-	SYM
american_scientific_journal-11432	104	57	96	96	NUM
american_scientific_journal-11432	104	58	76	76	NUM
american_scientific_journal-11432	104	59	rate	rate	NOUN
american_scientific_journal-11432	104	60	per	per	ADP
american_scientific_journal-11432	104	61	second	second	ADJ
american_scientific_journal-11432	104	62	)	)	PUNCT
american_scientific_journal-11432	104	63	,	,	PUNCT
american_scientific_journal-11432	104	64	dosage	dosage	NOUN
american_scientific_journal-11432	104	65	exposure	exposure	NOUN
american_scientific_journal-11432	104	66	chart	chart	NOUN
american_scientific_journal-11432	104	67	,	,	PUNCT
american_scientific_journal-11432	104	68	multi	multi	ADJ
american_scientific_journal-11432	104	69	-	-	ADJ
american_scientific_journal-11432	104	70	functional	functional	ADJ
american_scientific_journal-11432	104	71	keypad	keypad	NOUN
american_scientific_journal-11432	104	72	,	,	PUNCT
american_scientific_journal-11432	104	73	digital	digital	PROPN
american_scientific_journal-11432	104	74	lcd	lcd	PROPN
american_scientific_journal-11432	104	75	screen	screen	NOUN
american_scientific_journal-11432	104	76	display	display	NOUN
american_scientific_journal-11432	104	77	,	,	PUNCT
american_scientific_journal-11432	104	78	a	a	DET
american_scientific_journal-11432	104	79	reliable	reliable	ADJ
american_scientific_journal-11432	104	80	9v	9v	NOUN
american_scientific_journal-11432	104	81	battery	battery	NOUN
american_scientific_journal-11432	104	82	,	,	PUNCT
american_scientific_journal-11432	104	83	measures	measure	NOUN
american_scientific_journal-11432	104	84	in	in	ADP
american_scientific_journal-11432	104	85	msv	msv	PROPN
american_scientific_journal-11432	104	86	/	/	SYM
american_scientific_journal-11432	104	87	hr	hr	PROPN
american_scientific_journal-11432	104	88	or	or	CCONJ
american_scientific_journal-11432	104	89	mrem	mrem	ADJ
american_scientific_journal-11432	104	90	/	/	SYM
american_scientific_journal-11432	104	91	hr	hr	NOUN
american_scientific_journal-11432	104	92	units	unit	NOUN
american_scientific_journal-11432	104	93	,	,	PUNCT
american_scientific_journal-11432	104	94	wide	wide	ADJ
american_scientific_journal-11432	104	95	range	range	NOUN
american_scientific_journal-11432	104	96	temperature	temperature	NOUN
american_scientific_journal-11432	104	97	(	(	PUNCT
american_scientific_journal-11432	104	98	-40	-40	PROPN
american_scientific_journal-11432	104	99	-700c	-700c	PROPN
american_scientific_journal-11432	104	100	)	)	PUNCT
american_scientific_journal-11432	104	101	,	,	PUNCT
american_scientific_journal-11432	104	102	usb	usb	PRON
american_scientific_journal-11432	104	103	2.0	2.0	NUM
american_scientific_journal-11432	104	104	data	datum	NOUN
american_scientific_journal-11432	104	105	transfer	transfer	NOUN
american_scientific_journal-11432	104	106	port	port	NOUN
american_scientific_journal-11432	104	107	to	to	PART
american_scientific_journal-11432	104	108	connect	connect	VERB
american_scientific_journal-11432	104	109	to	to	ADP
american_scientific_journal-11432	104	110	a	a	DET
american_scientific_journal-11432	104	111	personal	personal	ADJ
american_scientific_journal-11432	104	112	computer	computer	NOUN
american_scientific_journal-11432	104	113	(	(	PUNCT
american_scientific_journal-11432	104	114	pc	pc	NOUN
american_scientific_journal-11432	104	115	)	)	PUNCT
american_scientific_journal-11432	104	116	.	.	PUNCT
american_scientific_journal-11432	105	1	the	the	DET
american_scientific_journal-11432	105	2	gamma	gamma	PROPN
american_scientific_journal-11432	105	3	scout	scout	PROPN
american_scientific_journal-11432	105	4	sets	set	VERB
american_scientific_journal-11432	105	5	a	a	DET
american_scientific_journal-11432	105	6	new	new	ADJ
american_scientific_journal-11432	105	7	standard	standard	NOUN
american_scientific_journal-11432	105	8	in	in	ADP
american_scientific_journal-11432	105	9	portable	portable	ADJ
american_scientific_journal-11432	105	10	geiger	geiger	PROPN
american_scientific_journal-11432	105	11	counter	counter	NOUN
american_scientific_journal-11432	105	12	performance	performance	NOUN
american_scientific_journal-11432	105	13	and	and	CCONJ
american_scientific_journal-11432	105	14	functionality	functionality	NOUN
american_scientific_journal-11432	105	15	.	.	PUNCT
american_scientific_journal-11432	106	1	this	this	DET
american_scientific_journal-11432	106	2	radioactivity	radioactivity	NOUN
american_scientific_journal-11432	106	3	meter	meter	NOUN
american_scientific_journal-11432	106	4	has	have	VERB
american_scientific_journal-11432	106	5	a	a	DET
american_scientific_journal-11432	106	6	wide	wide	ADJ
american_scientific_journal-11432	106	7	measuring	measure	VERB
american_scientific_journal-11432	106	8	range	range	NOUN
american_scientific_journal-11432	106	9	and	and	CCONJ
american_scientific_journal-11432	106	10	is	be	AUX
american_scientific_journal-11432	106	11	used	use	VERB
american_scientific_journal-11432	106	12	for	for	ADP
american_scientific_journal-11432	106	13	diverse	diverse	ADJ
american_scientific_journal-11432	106	14	,	,	PUNCT
american_scientific_journal-11432	106	15	long	long	ADV
american_scientific_journal-11432	106	16	-	-	PUNCT
american_scientific_journal-11432	106	17	lasting	last	VERB
american_scientific_journal-11432	106	18	measurement	measurement	NOUN
american_scientific_journal-11432	106	19	types.[12	types.[12	NOUN
american_scientific_journal-11432	106	20	]	]	PUNCT
american_scientific_journal-11432	106	21	the	the	DET
american_scientific_journal-11432	106	22	radioactivity	radioactivity	NOUN
american_scientific_journal-11432	106	23	meter	meter	NOUN
american_scientific_journal-11432	106	24	provides	provide	VERB
american_scientific_journal-11432	106	25	a	a	DET
american_scientific_journal-11432	106	26	certified	certified	ADJ
american_scientific_journal-11432	106	27	measurement	measurement	NOUN
american_scientific_journal-11432	106	28	of	of	ADP
american_scientific_journal-11432	106	29	the	the	DET
american_scientific_journal-11432	106	30	environmental	environmental	ADJ
american_scientific_journal-11432	106	31	radiation	radiation	NOUN
american_scientific_journal-11432	106	32	as	as	ADV
american_scientific_journal-11432	106	33	well	well	ADV
american_scientific_journal-11432	106	34	as	as	ADP
american_scientific_journal-11432	106	35	of	of	ADP
american_scientific_journal-11432	106	36	the	the	DET
american_scientific_journal-11432	106	37	radiation	radiation	NOUN
american_scientific_journal-11432	106	38	which	which	PRON
american_scientific_journal-11432	106	39	is	be	AUX
american_scientific_journal-11432	106	40	artificially	artificially	ADV
american_scientific_journal-11432	106	41	increased	increase	VERB
american_scientific_journal-11432	106	42	up	up	ADP
american_scientific_journal-11432	106	43	to	to	ADP
american_scientific_journal-11432	106	44	500	500	NUM
american_scientific_journal-11432	106	45	times	time	NOUN
american_scientific_journal-11432	106	46	over	over	ADP
american_scientific_journal-11432	106	47	the	the	DET
american_scientific_journal-11432	106	48	limit	limit	NOUN
american_scientific_journal-11432	106	49	value	value	NOUN
american_scientific_journal-11432	106	50	.	.	PUNCT
american_scientific_journal-11432	107	1	this	this	DET
american_scientific_journal-11432	107	2	radioactivity	radioactivity	NOUN
american_scientific_journal-11432	107	3	meter	meter	NOUN
american_scientific_journal-11432	107	4	has	have	VERB
american_scientific_journal-11432	107	5	diverse	diverse	ADJ
american_scientific_journal-11432	107	6	applications	application	NOUN
american_scientific_journal-11432	107	7	.	.	PUNCT
american_scientific_journal-11432	108	1	2	2	X
american_scientific_journal-11432	108	2	.	.	X
american_scientific_journal-11432	108	3	timer	timer	NOUN
american_scientific_journal-11432	108	4	and	and	CCONJ
american_scientific_journal-11432	108	5	stopwatch	stopwatch	NOUN
american_scientific_journal-11432	108	6	a	a	DET
american_scientific_journal-11432	108	7	timer	timer	NOUN
american_scientific_journal-11432	108	8	and	and	CCONJ
american_scientific_journal-11432	108	9	stopwatch	stopwatch	NOUN
american_scientific_journal-11432	108	10	were	be	AUX
american_scientific_journal-11432	108	11	used	use	VERB
american_scientific_journal-11432	108	12	to	to	PART
american_scientific_journal-11432	108	13	record	record	VERB
american_scientific_journal-11432	108	14	the	the	DET
american_scientific_journal-11432	108	15	time	time	NOUN
american_scientific_journal-11432	108	16	when	when	SCONJ
american_scientific_journal-11432	108	17	the	the	DET
american_scientific_journal-11432	108	18	measurement	measurement	NOUN
american_scientific_journal-11432	108	19	and	and	CCONJ
american_scientific_journal-11432	108	20	recording	recording	NOUN
american_scientific_journal-11432	108	21	were	be	AUX
american_scientific_journal-11432	108	22	done	do	VERB
american_scientific_journal-11432	108	23	.	.	PUNCT
american_scientific_journal-11432	109	1	it	it	PRON
american_scientific_journal-11432	109	2	is	be	AUX
american_scientific_journal-11432	109	3	necessary	necessary	ADJ
american_scientific_journal-11432	109	4	to	to	PART
american_scientific_journal-11432	109	5	maintain	maintain	VERB
american_scientific_journal-11432	109	6	steady	steady	ADJ
american_scientific_journal-11432	109	7	and	and	CCONJ
american_scientific_journal-11432	109	8	regular	regular	ADJ
american_scientific_journal-11432	109	9	timing	timing	NOUN
american_scientific_journal-11432	109	10	for	for	ADP
american_scientific_journal-11432	109	11	the	the	DET
american_scientific_journal-11432	109	12	measurement	measurement	NOUN
american_scientific_journal-11432	109	13	and	and	CCONJ
american_scientific_journal-11432	109	14	fixation	fixation	NOUN
american_scientific_journal-11432	109	15	of	of	ADP
american_scientific_journal-11432	109	16	the	the	DET
american_scientific_journal-11432	109	17	device	device	NOUN
american_scientific_journal-11432	109	18	(	(	PUNCT
american_scientific_journal-11432	109	19	gamma	gamma	NOUN
american_scientific_journal-11432	109	20	scout	scout	PROPN
american_scientific_journal-11432	109	21	)	)	PUNCT
american_scientific_journal-11432	109	22	at	at	ADP
american_scientific_journal-11432	109	23	the	the	DET
american_scientific_journal-11432	109	24	point	point	NOUN
american_scientific_journal-11432	109	25	of	of	ADP
american_scientific_journal-11432	109	26	reading	read	VERB
american_scientific_journal-11432	109	27	the	the	DET
american_scientific_journal-11432	109	28	background	background	NOUN
american_scientific_journal-11432	109	29	radiation	radiation	NOUN
american_scientific_journal-11432	109	30	.	.	PUNCT
american_scientific_journal-11432	110	1	3	3	X
american_scientific_journal-11432	110	2	.	.	X
american_scientific_journal-11432	110	3	pegs	pegs	NOUN
american_scientific_journal-11432	110	4	pegs	peg	NOUN
american_scientific_journal-11432	110	5	are	be	AUX
american_scientific_journal-11432	110	6	used	use	VERB
american_scientific_journal-11432	110	7	as	as	ADP
american_scientific_journal-11432	110	8	point	point	NOUN
american_scientific_journal-11432	110	9	indicators	indicator	NOUN
american_scientific_journal-11432	110	10	,	,	PUNCT
american_scientific_journal-11432	110	11	used	use	VERB
american_scientific_journal-11432	110	12	to	to	PART
american_scientific_journal-11432	110	13	mark	mark	VERB
american_scientific_journal-11432	110	14	out	out	ADP
american_scientific_journal-11432	110	15	where	where	SCONJ
american_scientific_journal-11432	110	16	point	point	NOUN
american_scientific_journal-11432	110	17	where	where	SCONJ
american_scientific_journal-11432	110	18	measurement	measurement	NOUN
american_scientific_journal-11432	110	19	and	and	CCONJ
american_scientific_journal-11432	110	20	reading	reading	NOUN
american_scientific_journal-11432	110	21	were	be	AUX
american_scientific_journal-11432	110	22	taken	take	VERB
american_scientific_journal-11432	110	23	2.4	2.4	NUM
american_scientific_journal-11432	110	24	software	software	NOUN
american_scientific_journal-11432	110	25	toolkit	toolkit	NOUN
american_scientific_journal-11432	110	26	of	of	ADP
american_scientific_journal-11432	110	27	the	the	DET
american_scientific_journal-11432	110	28	study	study	NOUN
american_scientific_journal-11432	110	29	1	1	NUM
american_scientific_journal-11432	110	30	.	.	PUNCT
american_scientific_journal-11432	111	1	microsoft	microsoft	PROPN
american_scientific_journal-11432	111	2	excel	excel	PROPN
american_scientific_journal-11432	111	3	microsoft	microsoft	PROPN
american_scientific_journal-11432	111	4	excel	excel	VERB
american_scientific_journal-11432	111	5	2016	2016	NUM
american_scientific_journal-11432	111	6	is	be	AUX
american_scientific_journal-11432	111	7	the	the	DET
american_scientific_journal-11432	111	8	spreadsheet	spreadsheet	NOUN
american_scientific_journal-11432	111	9	application	application	NOUN
american_scientific_journal-11432	111	10	used	use	VERB
american_scientific_journal-11432	111	11	for	for	ADP
american_scientific_journal-11432	111	12	data	datum	NOUN
american_scientific_journal-11432	111	13	entry	entry	NOUN
american_scientific_journal-11432	111	14	,	,	PUNCT
american_scientific_journal-11432	111	15	data	datum	NOUN
american_scientific_journal-11432	111	16	sorting	sorting	NOUN
american_scientific_journal-11432	111	17	and	and	CCONJ
american_scientific_journal-11432	111	18	data	datum	NOUN
american_scientific_journal-11432	111	19	cleansing	cleansing	NOUN
american_scientific_journal-11432	111	20	.	.	PUNCT
american_scientific_journal-11432	112	1	this	this	DET
american_scientific_journal-11432	112	2	application	application	NOUN
american_scientific_journal-11432	112	3	is	be	AUX
american_scientific_journal-11432	112	4	also	also	ADV
american_scientific_journal-11432	112	5	used	use	VERB
american_scientific_journal-11432	112	6	for	for	ADP
american_scientific_journal-11432	112	7	formatting	format	VERB
american_scientific_journal-11432	112	8	the	the	DET
american_scientific_journal-11432	112	9	dataset	dataset	NOUN
american_scientific_journal-11432	112	10	file	file	NOUN
american_scientific_journal-11432	112	11	in	in	ADP
american_scientific_journal-11432	112	12	csv	csv	NOUN
american_scientific_journal-11432	112	13	format	format	NOUN
american_scientific_journal-11432	112	14	.	.	PUNCT
american_scientific_journal-11432	113	1	2	2	X
american_scientific_journal-11432	113	2	.	.	X
american_scientific_journal-11432	113	3	python	python	PROPN
american_scientific_journal-11432	113	4	programming	programming	NOUN
american_scientific_journal-11432	113	5	language	language	PROPN
american_scientific_journal-11432	113	6	python	python	NOUN
american_scientific_journal-11432	113	7	is	be	AUX
american_scientific_journal-11432	113	8	a	a	DET
american_scientific_journal-11432	113	9	high	high	ADJ
american_scientific_journal-11432	113	10	-	-	PUNCT
american_scientific_journal-11432	113	11	level	level	NOUN
american_scientific_journal-11432	113	12	,	,	PUNCT
american_scientific_journal-11432	113	13	general	general	ADJ
american_scientific_journal-11432	113	14	-	-	PUNCT
american_scientific_journal-11432	113	15	purpose	purpose	NOUN
american_scientific_journal-11432	113	16	programming	programming	NOUN
american_scientific_journal-11432	113	17	language	language	NOUN
american_scientific_journal-11432	113	18	.	.	PUNCT
american_scientific_journal-11432	114	1	its	its	PRON
american_scientific_journal-11432	114	2	design	design	NOUN
american_scientific_journal-11432	114	3	philosophy	philosophy	NOUN
american_scientific_journal-11432	114	4	emphasizes	emphasize	VERB
american_scientific_journal-11432	114	5	code	code	NOUN
american_scientific_journal-11432	114	6	readability	readability	NOUN
american_scientific_journal-11432	114	7	with	with	ADP
american_scientific_journal-11432	114	8	the	the	DET
american_scientific_journal-11432	114	9	use	use	NOUN
american_scientific_journal-11432	114	10	of	of	ADP
american_scientific_journal-11432	114	11	significant	significant	ADJ
american_scientific_journal-11432	114	12	indentation[13	indentation[13	NOUN
american_scientific_journal-11432	114	13	]	]	PUNCT
american_scientific_journal-11432	114	14	.	.	PUNCT
american_scientific_journal-11432	115	1	this	this	DET
american_scientific_journal-11432	115	2	programming	programming	NOUN
american_scientific_journal-11432	115	3	language	language	NOUN
american_scientific_journal-11432	115	4	is	be	AUX
american_scientific_journal-11432	115	5	used	use	VERB
american_scientific_journal-11432	115	6	to	to	PART
american_scientific_journal-11432	115	7	code	code	VERB
american_scientific_journal-11432	115	8	,	,	PUNCT
american_scientific_journal-11432	115	9	model	model	NOUN
american_scientific_journal-11432	115	10	,	,	PUNCT
american_scientific_journal-11432	115	11	train	train	NOUN
american_scientific_journal-11432	115	12	and	and	CCONJ
american_scientific_journal-11432	115	13	simulate	simulate	VERB
american_scientific_journal-11432	115	14	the	the	DET
american_scientific_journal-11432	115	15	background	background	NOUN
american_scientific_journal-11432	115	16	radiation	radiation	NOUN
american_scientific_journal-11432	115	17	.	.	PUNCT
american_scientific_journal-11432	116	1	2.4	2.4	NUM
american_scientific_journal-11432	116	2	data	datum	NOUN
american_scientific_journal-11432	116	3	modelling	model	VERB
american_scientific_journal-11432	116	4	microsoft	microsoft	PROPN
american_scientific_journal-11432	116	5	excel	excel	PROPN
american_scientific_journal-11432	116	6	application	application	NOUN
american_scientific_journal-11432	116	7	was	be	AUX
american_scientific_journal-11432	116	8	used	use	VERB
american_scientific_journal-11432	116	9	to	to	PART
american_scientific_journal-11432	116	10	optimize	optimize	VERB
american_scientific_journal-11432	116	11	and	and	CCONJ
american_scientific_journal-11432	116	12	format	format	VERB
american_scientific_journal-11432	116	13	the	the	DET
american_scientific_journal-11432	116	14	natural	natural	ADJ
american_scientific_journal-11432	116	15	background	background	NOUN
american_scientific_journal-11432	116	16	dataset	dataset	VERB
american_scientific_journal-11432	116	17	for	for	ADP
american_scientific_journal-11432	116	18	python	python	NOUN
american_scientific_journal-11432	116	19	programming	programming	NOUN
american_scientific_journal-11432	116	20	language	language	NOUN
american_scientific_journal-11432	116	21	firstly	firstly	ADV
american_scientific_journal-11432	116	22	,	,	PUNCT
american_scientific_journal-11432	116	23	the	the	DET
american_scientific_journal-11432	116	24	library	library	NOUN
american_scientific_journal-11432	116	25	functions	function	NOUN
american_scientific_journal-11432	116	26	of	of	ADP
american_scientific_journal-11432	116	27	the	the	DET
american_scientific_journal-11432	116	28	python	python	NOUN
american_scientific_journal-11432	116	29	programming	programming	NOUN
american_scientific_journal-11432	116	30	software	software	NOUN
american_scientific_journal-11432	116	31	were	be	AUX
american_scientific_journal-11432	116	32	initialized	initialize	VERB
american_scientific_journal-11432	116	33	and	and	CCONJ
american_scientific_journal-11432	116	34	the	the	DET
american_scientific_journal-11432	116	35	dataset	dataset	NOUN
american_scientific_journal-11432	116	36	was	be	AUX
american_scientific_journal-11432	116	37	imported	import	VERB
american_scientific_journal-11432	116	38	.	.	PUNCT
american_scientific_journal-11432	117	1	secondly	secondly	ADV
american_scientific_journal-11432	117	2	,	,	PUNCT
american_scientific_journal-11432	117	3	the	the	DET
american_scientific_journal-11432	117	4	information	information	NOUN
american_scientific_journal-11432	117	5	and	and	CCONJ
american_scientific_journal-11432	117	6	description	description	NOUN
american_scientific_journal-11432	117	7	of	of	ADP
american_scientific_journal-11432	117	8	the	the	DET
american_scientific_journal-11432	117	9	dataset	dataset	NOUN
american_scientific_journal-11432	117	10	were	be	AUX
american_scientific_journal-11432	117	11	computed	compute	VERB
american_scientific_journal-11432	117	12	and	and	CCONJ
american_scientific_journal-11432	117	13	also	also	ADV
american_scientific_journal-11432	117	14	,	,	PUNCT
american_scientific_journal-11432	117	15	and	and	CCONJ
american_scientific_journal-11432	117	16	the	the	DET
american_scientific_journal-11432	117	17	visualization	visualization	NOUN
american_scientific_journal-11432	117	18	of	of	ADP
american_scientific_journal-11432	117	19	the	the	DET
american_scientific_journal-11432	117	20	dataset	dataset	NOUN
american_scientific_journal-11432	117	21	was	be	AUX
american_scientific_journal-11432	117	22	performed	perform	VERB
american_scientific_journal-11432	117	23	to	to	PART
american_scientific_journal-11432	117	24	view	view	VERB
american_scientific_journal-11432	117	25	the	the	DET
american_scientific_journal-11432	117	26	trend	trend	NOUN
american_scientific_journal-11432	117	27	between	between	ADP
american_scientific_journal-11432	117	28	harmfulness	harmfulness	NOUN
american_scientific_journal-11432	117	29	and	and	CCONJ
american_scientific_journal-11432	117	30	harmlessness	harmlessness	NOUN
american_scientific_journal-11432	117	31	of	of	ADP
american_scientific_journal-11432	117	32	the	the	DET
american_scientific_journal-11432	117	33	effect	effect	NOUN
american_scientific_journal-11432	117	34	of	of	ADP
american_scientific_journal-11432	117	35	the	the	DET
american_scientific_journal-11432	117	36	background	background	NOUN
american_scientific_journal-11432	117	37	radiation	radiation	NOUN
american_scientific_journal-11432	117	38	.	.	PUNCT
american_scientific_journal-11432	118	1	thirdly	thirdly	ADV
american_scientific_journal-11432	118	2	,	,	PUNCT
american_scientific_journal-11432	118	3	the	the	DET
american_scientific_journal-11432	118	4	dataset	dataset	NOUN
american_scientific_journal-11432	118	5	was	be	AUX
american_scientific_journal-11432	118	6	prepared	prepare	VERB
american_scientific_journal-11432	118	7	for	for	ADP
american_scientific_journal-11432	118	8	modelling	modelling	NOUN
american_scientific_journal-11432	118	9	,	,	PUNCT
american_scientific_journal-11432	118	10	training	training	NOUN
american_scientific_journal-11432	118	11	and	and	CCONJ
american_scientific_journal-11432	118	12	simulation	simulation	NOUN
american_scientific_journal-11432	118	13	.	.	PUNCT
american_scientific_journal-11432	119	1	recoding	recoding	NOUN
american_scientific_journal-11432	119	2	,	,	PUNCT
american_scientific_journal-11432	119	3	categorization	categorization	NOUN
american_scientific_journal-11432	119	4	and	and	CCONJ
american_scientific_journal-11432	119	5	other	other	ADJ
american_scientific_journal-11432	119	6	data	datum	NOUN
american_scientific_journal-11432	119	7	manipulation	manipulation	NOUN
american_scientific_journal-11432	119	8	include	include	VERB
american_scientific_journal-11432	119	9	,	,	PUNCT
american_scientific_journal-11432	119	10	the	the	DET
american_scientific_journal-11432	119	11	column	column	NOUN
american_scientific_journal-11432	119	12	for	for	ADP
american_scientific_journal-11432	119	13	the	the	DET
american_scientific_journal-11432	119	14	effect	effect	NOUN
american_scientific_journal-11432	119	15	of	of	ADP
american_scientific_journal-11432	119	16	radiation	radiation	NOUN
american_scientific_journal-11432	119	17	is	be	AUX
american_scientific_journal-11432	119	18	coded	code	VERB
american_scientific_journal-11432	119	19	as	as	ADP
american_scientific_journal-11432	119	20	a	a	DET
american_scientific_journal-11432	119	21	binary	binary	ADJ
american_scientific_journal-11432	119	22	value	value	NOUN
american_scientific_journal-11432	119	23	(	(	PUNCT
american_scientific_journal-11432	119	24	0	0	NUM
american_scientific_journal-11432	119	25	and	and	CCONJ
american_scientific_journal-11432	119	26	1	1	NUM
american_scientific_journal-11432	119	27	)	)	PUNCT
american_scientific_journal-11432	119	28	,	,	PUNCT
american_scientific_journal-11432	119	29	the	the	DET
american_scientific_journal-11432	119	30	radiation	radiation	NOUN
american_scientific_journal-11432	119	31	value	value	NOUN
american_scientific_journal-11432	119	32	categorized	categorize	VERB
american_scientific_journal-11432	119	33	as	as	ADP
american_scientific_journal-11432	119	34	the	the	DET
american_scientific_journal-11432	119	35	independent	independent	ADJ
american_scientific_journal-11432	119	36	variable	variable	NOUN
american_scientific_journal-11432	119	37	,	,	PUNCT
american_scientific_journal-11432	119	38	and	and	CCONJ
american_scientific_journal-11432	119	39	the	the	DET
american_scientific_journal-11432	119	40	summation	summation	NOUN
american_scientific_journal-11432	119	41	and	and	CCONJ
american_scientific_journal-11432	119	42	effect	effect	NOUN
american_scientific_journal-11432	119	43	of	of	ADP
american_scientific_journal-11432	119	44	radiation	radiation	NOUN
american_scientific_journal-11432	119	45	categorized	categorize	VERB
american_scientific_journal-11432	119	46	as	as	ADP
american_scientific_journal-11432	119	47	the	the	DET
american_scientific_journal-11432	119	48	dependent	dependent	ADJ
american_scientific_journal-11432	119	49	variable	variable	NOUN
american_scientific_journal-11432	119	50	.	.	PUNCT
american_scientific_journal-11432	120	1	then	then	ADV
american_scientific_journal-11432	120	2	,	,	PUNCT
american_scientific_journal-11432	120	3	the	the	DET
american_scientific_journal-11432	120	4	dataset	dataset	NOUN
american_scientific_journal-11432	120	5	was	be	AUX
american_scientific_journal-11432	120	6	trained	train	VERB
american_scientific_journal-11432	120	7	using	use	VERB
american_scientific_journal-11432	120	8	the	the	DET
american_scientific_journal-11432	120	9	library	library	ADJ
american_scientific_journal-11432	120	10	function	function	NOUN
american_scientific_journal-11432	120	11	of	of	ADP
american_scientific_journal-11432	120	12	the	the	DET
american_scientific_journal-11432	120	13	science	science	NOUN
american_scientific_journal-11432	120	14	kit	kit	NOUN
american_scientific_journal-11432	120	15	tool	tool	NOUN
american_scientific_journal-11432	120	16	.	.	PUNCT
american_scientific_journal-11432	121	1	machine	machine	NOUN
american_scientific_journal-11432	121	2	learning	learn	VERB
american_scientific_journal-11432	121	3	algorithms	algorithm	NOUN
american_scientific_journal-11432	121	4	,	,	PUNCT
american_scientific_journal-11432	121	5	namely	namely	ADV
american_scientific_journal-11432	121	6	random	random	ADJ
american_scientific_journal-11432	121	7	forest	forest	NOUN
american_scientific_journal-11432	121	8	,	,	PUNCT
american_scientific_journal-11432	121	9	naive	naive	ADJ
american_scientific_journal-11432	121	10	-	-	PUNCT
american_scientific_journal-11432	121	11	bayes	bayes	NOUN
american_scientific_journal-11432	121	12	,	,	PUNCT
american_scientific_journal-11432	121	13	svm	svm	ADJ
american_scientific_journal-11432	121	14	,	,	PUNCT
american_scientific_journal-11432	121	15	and	and	CCONJ
american_scientific_journal-11432	121	16	kernel	kernel	PROPN
american_scientific_journal-11432	121	17	american	american	PROPN
american_scientific_journal-11432	121	18	academic	academic	PROPN
american_scientific_journal-11432	121	19	scientific	scientific	ADJ
american_scientific_journal-11432	121	20	research	research	NOUN
american_scientific_journal-11432	121	21	journal	journal	NOUN
american_scientific_journal-11432	121	22	for	for	ADP
american_scientific_journal-11432	121	23	engineering	engineering	NOUN
american_scientific_journal-11432	121	24	,	,	PUNCT
american_scientific_journal-11432	121	25	technology	technology	NOUN
american_scientific_journal-11432	121	26	,	,	PUNCT
american_scientific_journal-11432	121	27	and	and	CCONJ
american_scientific_journal-11432	121	28	sciences	science	NOUN
american_scientific_journal-11432	121	29	(	(	PUNCT
american_scientific_journal-11432	121	30	asrjets	asrjet	NOUN
american_scientific_journal-11432	121	31	)	)	PUNCT
american_scientific_journal-11432	121	32	volume	volume	NOUN
american_scientific_journal-11432	121	33	101	101	NUM
american_scientific_journal-11432	121	34	,	,	PUNCT
american_scientific_journal-11432	121	35	no	no	DET
american_scientific_journal-11432	121	36	1	1	NUM
american_scientific_journal-11432	121	37	,	,	PUNCT
american_scientific_journal-11432	121	38	pp	pp	ADV
american_scientific_journal-11432	121	39	71	71	NUM
american_scientific_journal-11432	121	40	-	-	SYM
american_scientific_journal-11432	121	41	96	96	NUM
american_scientific_journal-11432	121	42	77	77	NUM
american_scientific_journal-11432	121	43	svm	svm	NOUN
american_scientific_journal-11432	121	44	,	,	PUNCT
american_scientific_journal-11432	121	45	were	be	AUX
american_scientific_journal-11432	121	46	used	use	VERB
american_scientific_journal-11432	121	47	in	in	ADP
american_scientific_journal-11432	121	48	training	training	NOUN
american_scientific_journal-11432	121	49	and	and	CCONJ
american_scientific_journal-11432	121	50	testing	test	VERB
american_scientific_journal-11432	121	51	the	the	DET
american_scientific_journal-11432	121	52	model	model	NOUN
american_scientific_journal-11432	121	53	.	.	PUNCT
american_scientific_journal-11432	122	1	a	a	DET
american_scientific_journal-11432	122	2	confusion	confusion	NOUN
american_scientific_journal-11432	122	3	matrix	matrix	NOUN
american_scientific_journal-11432	122	4	was	be	AUX
american_scientific_journal-11432	122	5	also	also	ADV
american_scientific_journal-11432	122	6	initialized	initialize	VERB
american_scientific_journal-11432	122	7	for	for	ADP
american_scientific_journal-11432	122	8	evaluating	evaluate	VERB
american_scientific_journal-11432	122	9	the	the	DET
american_scientific_journal-11432	122	10	model	model	NOUN
american_scientific_journal-11432	122	11	and	and	CCONJ
american_scientific_journal-11432	122	12	assessing	assess	VERB
american_scientific_journal-11432	122	13	the	the	DET
american_scientific_journal-11432	122	14	performance	performance	NOUN
american_scientific_journal-11432	122	15	metrics	metric	NOUN
american_scientific_journal-11432	122	16	of	of	ADP
american_scientific_journal-11432	122	17	each	each	DET
american_scientific_journal-11432	122	18	machine	machine	NOUN
american_scientific_journal-11432	122	19	learning	learn	VERB
american_scientific_journal-11432	122	20	algorithm	algorithm	NOUN
american_scientific_journal-11432	122	21	.	.	PUNCT
american_scientific_journal-11432	123	1	lastly	lastly	ADV
american_scientific_journal-11432	123	2	,	,	PUNCT
american_scientific_journal-11432	123	3	each	each	DET
american_scientific_journal-11432	123	4	algorithm	algorithm	NOUN
american_scientific_journal-11432	123	5	was	be	AUX
american_scientific_journal-11432	123	6	used	use	VERB
american_scientific_journal-11432	123	7	to	to	PART
american_scientific_journal-11432	123	8	simulate	simulate	VERB
american_scientific_journal-11432	123	9	the	the	DET
american_scientific_journal-11432	123	10	background	background	NOUN
american_scientific_journal-11432	123	11	radiation	radiation	NOUN
american_scientific_journal-11432	123	12	data	datum	NOUN
american_scientific_journal-11432	123	13	in	in	ADP
american_scientific_journal-11432	123	14	which	which	PRON
american_scientific_journal-11432	123	15	the	the	DET
american_scientific_journal-11432	123	16	machine	machine	NOUN
american_scientific_journal-11432	123	17	was	be	AUX
american_scientific_journal-11432	123	18	trained	train	VERB
american_scientific_journal-11432	123	19	using	use	VERB
american_scientific_journal-11432	123	20	different	different	ADJ
american_scientific_journal-11432	123	21	algorithms	algorithm	NOUN
american_scientific_journal-11432	123	22	,	,	PUNCT
american_scientific_journal-11432	123	23	and	and	CCONJ
american_scientific_journal-11432	123	24	each	each	DET
american_scientific_journal-11432	123	25	model	model	NOUN
american_scientific_journal-11432	123	26	was	be	AUX
american_scientific_journal-11432	123	27	tested	test	VERB
american_scientific_journal-11432	123	28	and	and	CCONJ
american_scientific_journal-11432	123	29	evaluated	evaluate	VERB
american_scientific_journal-11432	123	30	and	and	CCONJ
american_scientific_journal-11432	123	31	performance	performance	NOUN
american_scientific_journal-11432	123	32	metrics	metric	NOUN
american_scientific_journal-11432	123	33	were	be	AUX
american_scientific_journal-11432	123	34	also	also	ADV
american_scientific_journal-11432	123	35	computed	compute	VERB
american_scientific_journal-11432	123	36	.	.	PUNCT
american_scientific_journal-11432	124	1	3	3	X
american_scientific_journal-11432	124	2	.	.	NOUN
american_scientific_journal-11432	124	3	results	result	VERB
american_scientific_journal-11432	124	4	the	the	DET
american_scientific_journal-11432	124	5	dataset	dataset	NOUN
american_scientific_journal-11432	124	6	of	of	ADP
american_scientific_journal-11432	124	7	the	the	DET
american_scientific_journal-11432	124	8	background	background	NOUN
american_scientific_journal-11432	124	9	radiation	radiation	NOUN
american_scientific_journal-11432	124	10	collected	collect	VERB
american_scientific_journal-11432	124	11	from	from	ADP
american_scientific_journal-11432	124	12	the	the	DET
american_scientific_journal-11432	124	13	field	field	NOUN
american_scientific_journal-11432	124	14	consists	consist	VERB
american_scientific_journal-11432	124	15	of	of	ADP
american_scientific_journal-11432	124	16	1554	1554	NUM
american_scientific_journal-11432	124	17	data	datum	NOUN
american_scientific_journal-11432	124	18	each	each	PRON
american_scientific_journal-11432	124	19	for	for	ADP
american_scientific_journal-11432	124	20	alpha	alpha	NOUN
american_scientific_journal-11432	124	21	,	,	PUNCT
american_scientific_journal-11432	124	22	beta	beta	NOUN
american_scientific_journal-11432	124	23	and	and	CCONJ
american_scientific_journal-11432	124	24	radiation	radiation	NOUN
american_scientific_journal-11432	124	25	.	.	PUNCT
american_scientific_journal-11432	125	1	the	the	DET
american_scientific_journal-11432	125	2	dataset	dataset	NOUN
american_scientific_journal-11432	125	3	was	be	AUX
american_scientific_journal-11432	125	4	used	use	VERB
american_scientific_journal-11432	125	5	for	for	ADP
american_scientific_journal-11432	125	6	modeling	modeling	NOUN
american_scientific_journal-11432	125	7	and	and	CCONJ
american_scientific_journal-11432	125	8	training	training	NOUN
american_scientific_journal-11432	125	9	machine	machine	NOUN
american_scientific_journal-11432	125	10	learning	learn	VERB
american_scientific_journal-11432	125	11	algorithms	algorithm	NOUN
american_scientific_journal-11432	125	12	namely	namely	ADV
american_scientific_journal-11432	125	13	random	random	ADJ
american_scientific_journal-11432	125	14	forest	forest	NOUN
american_scientific_journal-11432	125	15	,	,	PUNCT
american_scientific_journal-11432	125	16	naives	naif	NOUN
american_scientific_journal-11432	125	17	-	-	PUNCT
american_scientific_journal-11432	125	18	bayes	bayes	PROPN
american_scientific_journal-11432	125	19	,	,	PUNCT
american_scientific_journal-11432	125	20	svm	svm	NOUN
american_scientific_journal-11432	125	21	,	,	PUNCT
american_scientific_journal-11432	125	22	and	and	CCONJ
american_scientific_journal-11432	125	23	3.1	3.1	NUM
american_scientific_journal-11432	125	24	data	datum	NOUN
american_scientific_journal-11432	125	25	visualization	visualization	NOUN
american_scientific_journal-11432	125	26	and	and	CCONJ
american_scientific_journal-11432	125	27	optimization	optimization	NOUN
american_scientific_journal-11432	125	28	the	the	DET
american_scientific_journal-11432	125	29	visualization	visualization	NOUN
american_scientific_journal-11432	125	30	of	of	ADP
american_scientific_journal-11432	125	31	the	the	DET
american_scientific_journal-11432	125	32	background	background	NOUN
american_scientific_journal-11432	125	33	radiation	radiation	NOUN
american_scientific_journal-11432	125	34	dataset	dataset	NOUN
american_scientific_journal-11432	125	35	is	be	AUX
american_scientific_journal-11432	125	36	essential	essential	ADJ
american_scientific_journal-11432	125	37	because	because	SCONJ
american_scientific_journal-11432	125	38	its	its	PRON
american_scientific_journal-11432	125	39	easily	easily	ADV
american_scientific_journal-11432	125	40	reveals	reveal	VERB
american_scientific_journal-11432	125	41	the	the	DET
american_scientific_journal-11432	125	42	trend	trend	NOUN
american_scientific_journal-11432	125	43	and	and	CCONJ
american_scientific_journal-11432	125	44	illustrates	illustrate	VERB
american_scientific_journal-11432	125	45	the	the	DET
american_scientific_journal-11432	125	46	variation	variation	NOUN
american_scientific_journal-11432	125	47	between	between	ADP
american_scientific_journal-11432	125	48	the	the	DET
american_scientific_journal-11432	125	49	harmfulness	harmfulness	NOUN
american_scientific_journal-11432	125	50	and	and	CCONJ
american_scientific_journal-11432	125	51	harmlessness	harmlessness	NOUN
american_scientific_journal-11432	125	52	of	of	ADP
american_scientific_journal-11432	125	53	the	the	DET
american_scientific_journal-11432	125	54	effect	effect	NOUN
american_scientific_journal-11432	125	55	of	of	ADP
american_scientific_journal-11432	125	56	the	the	DET
american_scientific_journal-11432	125	57	natural	natural	ADJ
american_scientific_journal-11432	125	58	background	background	NOUN
american_scientific_journal-11432	125	59	radiation	radiation	NOUN
american_scientific_journal-11432	125	60	.	.	PUNCT
american_scientific_journal-11432	126	1	“	"	PUNCT
american_scientific_journal-11432	126	2	input	input	NOUN
american_scientific_journal-11432	126	3	1	1	NUM
american_scientific_journal-11432	126	4	is	be	AUX
american_scientific_journal-11432	126	5	the	the	DET
american_scientific_journal-11432	126	6	code	code	NOUN
american_scientific_journal-11432	126	7	used	use	VERB
american_scientific_journal-11432	126	8	to	to	PART
american_scientific_journal-11432	126	9	generate	generate	VERB
american_scientific_journal-11432	126	10	the	the	DET
american_scientific_journal-11432	126	11	count	count	NOUN
american_scientific_journal-11432	126	12	plot	plot	NOUN
american_scientific_journal-11432	126	13	,	,	PUNCT
american_scientific_journal-11432	126	14	which	which	PRON
american_scientific_journal-11432	126	15	is	be	AUX
american_scientific_journal-11432	126	16	a	a	DET
american_scientific_journal-11432	126	17	bar	bar	NOUN
american_scientific_journal-11432	126	18	chart	chart	NOUN
american_scientific_journal-11432	126	19	.	.	PUNCT
american_scientific_journal-11432	127	1	figure	figure	VERB
american_scientific_journal-11432	127	2	1	1	NUM
american_scientific_journal-11432	127	3	:	:	PUNCT
american_scientific_journal-11432	127	4	illustration	illustration	NOUN
american_scientific_journal-11432	127	5	of	of	ADP
american_scientific_journal-11432	127	6	the	the	DET
american_scientific_journal-11432	127	7	effect	effect	NOUN
american_scientific_journal-11432	127	8	of	of	ADP
american_scientific_journal-11432	127	9	background	background	NOUN
american_scientific_journal-11432	127	10	radiation	radiation	NOUN
american_scientific_journal-11432	127	11	input	input	NOUN
american_scientific_journal-11432	127	12	2	2	NUM
american_scientific_journal-11432	127	13	was	be	AUX
american_scientific_journal-11432	127	14	the	the	DET
american_scientific_journal-11432	127	15	code	code	NOUN
american_scientific_journal-11432	127	16	used	use	VERB
american_scientific_journal-11432	127	17	to	to	PART
american_scientific_journal-11432	127	18	categorize	categorize	VERB
american_scientific_journal-11432	127	19	the	the	DET
american_scientific_journal-11432	127	20	effect	effect	NOUN
american_scientific_journal-11432	127	21	of	of	ADP
american_scientific_journal-11432	127	22	background	background	NOUN
american_scientific_journal-11432	127	23	radiation	radiation	NOUN
american_scientific_journal-11432	127	24	namely	namely	ADV
american_scientific_journal-11432	127	25	harmful	harmful	ADJ
american_scientific_journal-11432	127	26	and	and	CCONJ
american_scientific_journal-11432	127	27	harmless	harmless	ADJ
american_scientific_journal-11432	127	28	as	as	ADP
american_scientific_journal-11432	127	29	a	a	DET
american_scientific_journal-11432	127	30	binary	binary	ADJ
american_scientific_journal-11432	127	31	value	value	NOUN
american_scientific_journal-11432	127	32	,	,	PUNCT
american_scientific_journal-11432	127	33	that	that	ADV
american_scientific_journal-11432	127	34	is	is	ADV
american_scientific_journal-11432	127	35	,	,	PUNCT
american_scientific_journal-11432	127	36	“	"	PUNCT
american_scientific_journal-11432	127	37	harmless	harmless	ADJ
american_scientific_journal-11432	127	38	=	=	SYM
american_scientific_journal-11432	127	39	0	0	NUM
american_scientific_journal-11432	127	40	”	"	PUNCT
american_scientific_journal-11432	127	41	,	,	PUNCT
american_scientific_journal-11432	127	42	“	"	PUNCT
american_scientific_journal-11432	127	43	harmful	harmful	ADJ
american_scientific_journal-11432	127	44	=	=	SYM
american_scientific_journal-11432	127	45	1	1	NUM
american_scientific_journal-11432	127	46	”	"	PUNCT
american_scientific_journal-11432	127	47	.	.	PUNCT
american_scientific_journal-11432	128	1	input	input	NOUN
american_scientific_journal-11432	128	2	1	1	NUM
american_scientific_journal-11432	128	3	:	:	PUNCT
american_scientific_journal-11432	128	4	code	code	NOUN
american_scientific_journal-11432	128	5	for	for	ADP
american_scientific_journal-11432	128	6	categorization	categorization	NOUN
american_scientific_journal-11432	128	7	of	of	ADP
american_scientific_journal-11432	128	8	the	the	DET
american_scientific_journal-11432	128	9	effect	effect	NOUN
american_scientific_journal-11432	128	10	of	of	ADP
american_scientific_journal-11432	128	11	background	background	NOUN
american_scientific_journal-11432	128	12	radiation	radiation	NOUN
american_scientific_journal-11432	128	13	in	in	ADP
american_scientific_journal-11432	128	14	[	[	X
american_scientific_journal-11432	128	15	2	2	NUM
american_scientific_journal-11432	128	16	]	]	NUM
american_scientific_journal-11432	128	17	:	:	PUNCT
american_scientific_journal-11432	128	18	dataset	dataset	NOUN
american_scientific_journal-11432	128	19	=	=	SYM
american_scientific_journal-11432	128	20	dataset.replace(['harmless','harmful'],[0	dataset.replace(['harmless','harmful'],[0	PROPN
american_scientific_journal-11432	128	21	,	,	PUNCT
american_scientific_journal-11432	128	22	1	1	NUM
american_scientific_journal-11432	128	23	]	]	PUNCT
american_scientific_journal-11432	128	24	)	)	PUNCT
american_scientific_journal-11432	128	25	dataset	dataset	NOUN
american_scientific_journal-11432	128	26	figure	figure	NOUN
american_scientific_journal-11432	128	27	6	6	NUM
american_scientific_journal-11432	128	28	american	american	ADJ
american_scientific_journal-11432	128	29	academic	academic	ADJ
american_scientific_journal-11432	128	30	scientific	scientific	ADJ
american_scientific_journal-11432	128	31	research	research	NOUN
american_scientific_journal-11432	128	32	journal	journal	NOUN
american_scientific_journal-11432	128	33	for	for	ADP
american_scientific_journal-11432	128	34	engineering	engineering	NOUN
american_scientific_journal-11432	128	35	,	,	PUNCT
american_scientific_journal-11432	128	36	technology	technology	NOUN
american_scientific_journal-11432	128	37	,	,	PUNCT
american_scientific_journal-11432	128	38	and	and	CCONJ
american_scientific_journal-11432	128	39	sciences	science	NOUN
american_scientific_journal-11432	128	40	(	(	PUNCT
american_scientific_journal-11432	128	41	asrjets	asrjet	NOUN
american_scientific_journal-11432	128	42	)	)	PUNCT
american_scientific_journal-11432	128	43	volume	volume	NOUN
american_scientific_journal-11432	128	44	101	101	NUM
american_scientific_journal-11432	128	45	,	,	PUNCT
american_scientific_journal-11432	128	46	no	no	DET
american_scientific_journal-11432	128	47	1	1	NUM
american_scientific_journal-11432	128	48	,	,	PUNCT
american_scientific_journal-11432	128	49	pp	pp	ADV
american_scientific_journal-11432	128	50	71	71	NUM
american_scientific_journal-11432	128	51	-	-	SYM
american_scientific_journal-11432	128	52	96	96	NUM
american_scientific_journal-11432	128	53	78	78	NUM
american_scientific_journal-11432	128	54	out	out	ADP
american_scientific_journal-11432	129	1	[	[	X
american_scientific_journal-11432	129	2	1	1	NUM
american_scientific_journal-11432	129	3	]	]	PUNCT
american_scientific_journal-11432	129	4	:	:	PUNCT
american_scientific_journal-11432	129	5	alpha	alpha	PROPN
american_scientific_journal-11432	129	6	beta	beta	PROPN
american_scientific_journal-11432	129	7	gamma	gamma	NOUN
american_scientific_journal-11432	129	8	summation	summation	NOUN
american_scientific_journal-11432	129	9	effect	effect	NOUN
american_scientific_journal-11432	129	10	0	0	NUM
american_scientific_journal-11432	129	11	0.03	0.03	NUM
american_scientific_journal-11432	129	12	0.005	0.005	NUM
american_scientific_journal-11432	129	13	0.189	0.189	NUM
american_scientific_journal-11432	129	14	0.224	0.224	NUM
american_scientific_journal-11432	129	15	0	0	NUM
american_scientific_journal-11432	129	16	1	1	NUM
american_scientific_journal-11432	129	17	0.02	0.02	NUM
american_scientific_journal-11432	129	18	0.001	0.001	NUM
american_scientific_journal-11432	129	19	0.178	0.178	NUM
american_scientific_journal-11432	129	20	0.199	0.199	NUM
american_scientific_journal-11432	129	21	0	0	NUM
american_scientific_journal-11432	129	22	2	2	NUM
american_scientific_journal-11432	129	23	0.05	0.05	NUM
american_scientific_journal-11432	129	24	0.078	0.078	NUM
american_scientific_journal-11432	129	25	0.177	0.177	NUM
american_scientific_journal-11432	129	26	0.305	0.305	NUM
american_scientific_journal-11432	129	27	1	1	NUM
american_scientific_journal-11432	129	28	3	3	NUM
american_scientific_journal-11432	129	29	0.06	0.06	NUM
american_scientific_journal-11432	129	30	0.12	0.12	NUM
american_scientific_journal-11432	129	31	0.151	0.151	NUM
american_scientific_journal-11432	129	32	0.331	0.331	NUM
american_scientific_journal-11432	129	33	1	1	NUM
american_scientific_journal-11432	129	34	4	4	NUM
american_scientific_journal-11432	129	35	0.04	0.04	NUM
american_scientific_journal-11432	129	36	0.011	0.011	NUM
american_scientific_journal-11432	129	37	0.158	0.158	NUM
american_scientific_journal-11432	129	38	0.209	0.209	NUM
american_scientific_journal-11432	129	39	0	0	NUM
american_scientific_journal-11432	129	40	…	…	PUNCT
american_scientific_journal-11432	129	41	…	…	PUNCT
american_scientific_journal-11432	129	42	…	…	PUNCT
american_scientific_journal-11432	129	43	…	…	PUNCT
american_scientific_journal-11432	129	44	…	…	PUNCT
american_scientific_journal-11432	129	45	…	…	PUNCT
american_scientific_journal-11432	129	46	1539	1539	NUM
american_scientific_journal-11432	129	47	0.063	0.063	NUM
american_scientific_journal-11432	129	48	0.007	0.007	NUM
american_scientific_journal-11432	129	49	0.199	0.199	NUM
american_scientific_journal-11432	129	50	0.269	0.269	NUM
american_scientific_journal-11432	129	51	0	0	NUM
american_scientific_journal-11432	129	52	1540	1540	NUM
american_scientific_journal-11432	129	53	0.085	0.085	NUM
american_scientific_journal-11432	129	54	0.015	0.015	NUM
american_scientific_journal-11432	129	55	0.219	0.219	NUM
american_scientific_journal-11432	129	56	0.319	0.319	NUM
american_scientific_journal-11432	129	57	1	1	NUM
american_scientific_journal-11432	129	58	1541	1541	NUM
american_scientific_journal-11432	129	59	0.08	0.08	NUM
american_scientific_journal-11432	129	60	0.01	0.01	NUM
american_scientific_journal-11432	129	61	0.226	0.226	NUM
american_scientific_journal-11432	129	62	0.316	0.316	NUM
american_scientific_journal-11432	129	63	1	1	NUM
american_scientific_journal-11432	129	64	1542	1542	NUM
american_scientific_journal-11432	129	65	0.084	0.084	NUM
american_scientific_journal-11432	129	66	0.01	0.01	NUM
american_scientific_journal-11432	129	67	0.23	0.23	NUM
american_scientific_journal-11432	129	68	0.324	0.324	NUM
american_scientific_journal-11432	129	69	1	1	NUM
american_scientific_journal-11432	129	70	1543	1543	NUM
american_scientific_journal-11432	129	71	0.086	0.086	NUM
american_scientific_journal-11432	129	72	0.012	0.012	NUM
american_scientific_journal-11432	129	73	0.234	0.234	NUM
american_scientific_journal-11432	129	74	0.332	0.332	NUM
american_scientific_journal-11432	129	75	1	1	NUM
american_scientific_journal-11432	129	76	figure	figure	NOUN
american_scientific_journal-11432	129	77	7	7	NUM
american_scientific_journal-11432	129	78	3.2	3.2	NUM
american_scientific_journal-11432	129	79	data	datum	NOUN
american_scientific_journal-11432	129	80	training	train	VERB
american_scientific_journal-11432	129	81	the	the	DET
american_scientific_journal-11432	129	82	“	"	PUNCT
american_scientific_journal-11432	129	83	sklearn	sklearn	ADJ
american_scientific_journal-11432	129	84	library	library	NOUN
american_scientific_journal-11432	129	85	”	"	PUNCT
american_scientific_journal-11432	129	86	in	in	ADP
american_scientific_journal-11432	129	87	the	the	DET
american_scientific_journal-11432	129	88	python	python	NOUN
american_scientific_journal-11432	129	89	program	program	NOUN
american_scientific_journal-11432	129	90	is	be	AUX
american_scientific_journal-11432	129	91	a	a	DET
american_scientific_journal-11432	129	92	science	science	NOUN
american_scientific_journal-11432	129	93	kit	kit	NOUN
american_scientific_journal-11432	129	94	tool	tool	NOUN
american_scientific_journal-11432	129	95	,	,	PUNCT
american_scientific_journal-11432	129	96	which	which	PRON
american_scientific_journal-11432	129	97	is	be	AUX
american_scientific_journal-11432	129	98	used	use	VERB
american_scientific_journal-11432	129	99	to	to	PART
american_scientific_journal-11432	129	100	train	train	VERB
american_scientific_journal-11432	129	101	and	and	CCONJ
american_scientific_journal-11432	129	102	test	test	NOUN
american_scientific_journal-11432	129	103	datasets	dataset	NOUN
american_scientific_journal-11432	129	104	.	.	PUNCT
american_scientific_journal-11432	130	1	the	the	DET
american_scientific_journal-11432	130	2	“	"	PUNCT
american_scientific_journal-11432	130	3	sklearn	sklearn	ADJ
american_scientific_journal-11432	130	4	library	library	NOUN
american_scientific_journal-11432	130	5	”	"	PUNCT
american_scientific_journal-11432	130	6	also	also	ADV
american_scientific_journal-11432	130	7	includes	include	VERB
american_scientific_journal-11432	130	8	sub	sub	NOUN
american_scientific_journal-11432	130	9	-	-	NOUN
american_scientific_journal-11432	130	10	libraries	library	NOUN
american_scientific_journal-11432	130	11	.	.	PUNCT
american_scientific_journal-11432	131	1	these	these	DET
american_scientific_journal-11432	131	2	libraries	library	NOUN
american_scientific_journal-11432	131	3	were	be	AUX
american_scientific_journal-11432	131	4	initialized	initialize	VERB
american_scientific_journal-11432	131	5	to	to	PART
american_scientific_journal-11432	131	6	use	use	VERB
american_scientific_journal-11432	131	7	machine	machine	NOUN
american_scientific_journal-11432	131	8	learning	learn	VERB
american_scientific_journal-11432	131	9	algorithms	algorithm	NOUN
american_scientific_journal-11432	131	10	for	for	ADP
american_scientific_journal-11432	131	11	training	train	VERB
american_scientific_journal-11432	131	12	the	the	DET
american_scientific_journal-11432	131	13	machine	machine	NOUN
american_scientific_journal-11432	131	14	so	so	SCONJ
american_scientific_journal-11432	131	15	that	that	SCONJ
american_scientific_journal-11432	131	16	classification	classification	NOUN
american_scientific_journal-11432	131	17	prediction	prediction	NOUN
american_scientific_journal-11432	131	18	was	be	AUX
american_scientific_journal-11432	131	19	performed	perform	VERB
american_scientific_journal-11432	131	20	.	.	PUNCT
american_scientific_journal-11432	132	1	also	also	ADV
american_scientific_journal-11432	132	2	,	,	PUNCT
american_scientific_journal-11432	132	3	the	the	DET
american_scientific_journal-11432	132	4	confusion	confusion	NOUN
american_scientific_journal-11432	132	5	matrix	matrix	NOUN
american_scientific_journal-11432	132	6	is	be	AUX
american_scientific_journal-11432	132	7	part	part	NOUN
american_scientific_journal-11432	132	8	of	of	ADP
american_scientific_journal-11432	132	9	the	the	DET
american_scientific_journal-11432	132	10	library	library	NOUN
american_scientific_journal-11432	132	11	initialized	initialize	VERB
american_scientific_journal-11432	132	12	to	to	PART
american_scientific_journal-11432	132	13	evaluate	evaluate	VERB
american_scientific_journal-11432	132	14	the	the	DET
american_scientific_journal-11432	132	15	performance	performance	NOUN
american_scientific_journal-11432	132	16	of	of	ADP
american_scientific_journal-11432	132	17	the	the	DET
american_scientific_journal-11432	132	18	classification	classification	NOUN
american_scientific_journal-11432	132	19	model	model	NOUN
american_scientific_journal-11432	132	20	through	through	ADP
american_scientific_journal-11432	132	21	the	the	DET
american_scientific_journal-11432	132	22	calculation	calculation	NOUN
american_scientific_journal-11432	132	23	of	of	ADP
american_scientific_journal-11432	132	24	performance	performance	NOUN
american_scientific_journal-11432	132	25	metrics	metric	NOUN
american_scientific_journal-11432	132	26	.	.	PUNCT
american_scientific_journal-11432	133	1	inputs	input	VERB
american_scientific_journal-11432	133	2	3	3	NUM
american_scientific_journal-11432	133	3	–	–	SYM
american_scientific_journal-11432	133	4	7	7	NUM
american_scientific_journal-11432	133	5	are	be	AUX
american_scientific_journal-11432	133	6	python	python	NOUN
american_scientific_journal-11432	133	7	codes	code	NOUN
american_scientific_journal-11432	133	8	and	and	CCONJ
american_scientific_journal-11432	133	9	“	"	PUNCT
american_scientific_journal-11432	133	10	sklearn	sklearn	PROPN
american_scientific_journal-11432	133	11	library	library	NOUN
american_scientific_journal-11432	133	12	function	function	NOUN
american_scientific_journal-11432	133	13	”	"	PUNCT
american_scientific_journal-11432	133	14	used	use	VERB
american_scientific_journal-11432	133	15	for	for	ADP
american_scientific_journal-11432	133	16	training	training	NOUN
american_scientific_journal-11432	133	17	and	and	CCONJ
american_scientific_journal-11432	133	18	testing	test	VERB
american_scientific_journal-11432	133	19	the	the	DET
american_scientific_journal-11432	133	20	modelling	model	VERB
american_scientific_journal-11432	133	21	machine	machine	NOUN
american_scientific_journal-11432	133	22	.	.	PUNCT
american_scientific_journal-11432	134	1	in	in	ADP
american_scientific_journal-11432	134	2	input	input	NOUN
american_scientific_journal-11432	134	3	3	3	NUM
american_scientific_journal-11432	134	4	,	,	PUNCT
american_scientific_journal-11432	134	5	the	the	DET
american_scientific_journal-11432	134	6	“	"	PUNCT
american_scientific_journal-11432	134	7	sklearn.model_selection	sklearn.model_selection	NOUN
american_scientific_journal-11432	134	8	”	"	PUNCT
american_scientific_journal-11432	134	9	was	be	AUX
american_scientific_journal-11432	134	10	used	use	VERB
american_scientific_journal-11432	134	11	to	to	PART
american_scientific_journal-11432	134	12	split	split	VERB
american_scientific_journal-11432	134	13	arrays	array	NOUN
american_scientific_journal-11432	134	14	or	or	CCONJ
american_scientific_journal-11432	134	15	case	case	NOUN
american_scientific_journal-11432	134	16	matrices	matrix	NOUN
american_scientific_journal-11432	134	17	into	into	ADP
american_scientific_journal-11432	134	18	random	random	ADJ
american_scientific_journal-11432	134	19	subsets	subset	NOUN
american_scientific_journal-11432	134	20	for	for	ADP
american_scientific_journal-11432	134	21	train	train	NOUN
american_scientific_journal-11432	134	22	and	and	CCONJ
american_scientific_journal-11432	134	23	test	test	NOUN
american_scientific_journal-11432	134	24	data	datum	NOUN
american_scientific_journal-11432	134	25	respectively	respectively	ADV
american_scientific_journal-11432	134	26	.	.	PUNCT
american_scientific_journal-11432	135	1	input	input	NOUN
american_scientific_journal-11432	135	2	3	3	NUM
american_scientific_journal-11432	135	3	:	:	PUNCT
american_scientific_journal-11432	135	4	initialization	initialization	NOUN
american_scientific_journal-11432	135	5	of	of	ADP
american_scientific_journal-11432	135	6	the	the	DET
american_scientific_journal-11432	135	7	library	library	NOUN
american_scientific_journal-11432	135	8	functions	function	NOUN
american_scientific_journal-11432	135	9	for	for	ADP
american_scientific_journal-11432	135	10	training	training	NOUN
american_scientific_journal-11432	135	11	and	and	CCONJ
american_scientific_journal-11432	135	12	testing	testing	NOUN
american_scientific_journal-11432	135	13	in	in	ADP
american_scientific_journal-11432	135	14	[	[	X
american_scientific_journal-11432	135	15	3	3	NUM
american_scientific_journal-11432	135	16	]	]	PUNCT
american_scientific_journal-11432	135	17	:	:	PUNCT
american_scientific_journal-11432	135	18	from	from	ADP
american_scientific_journal-11432	135	19	sklearn.model_selection	sklearn.model_selection	NOUN
american_scientific_journal-11432	135	20	import	import	NOUN
american_scientific_journal-11432	135	21	train_test_split	train_test_split	ADJ
american_scientific_journal-11432	135	22	thirty	thirty	NUM
american_scientific_journal-11432	135	23	percent	percent	NOUN
american_scientific_journal-11432	135	24	(	(	PUNCT
american_scientific_journal-11432	135	25	30	30	NUM
american_scientific_journal-11432	135	26	%	%	NOUN
american_scientific_journal-11432	135	27	)	)	PUNCT
american_scientific_journal-11432	135	28	of	of	ADP
american_scientific_journal-11432	135	29	the	the	DET
american_scientific_journal-11432	135	30	dataset	dataset	NOUN
american_scientific_journal-11432	135	31	was	be	AUX
american_scientific_journal-11432	135	32	used	use	VERB
american_scientific_journal-11432	135	33	for	for	ADP
american_scientific_journal-11432	135	34	training	train	VERB
american_scientific_journal-11432	135	35	the	the	DET
american_scientific_journal-11432	135	36	machine	machine	NOUN
american_scientific_journal-11432	135	37	and	and	CCONJ
american_scientific_journal-11432	135	38	the	the	DET
american_scientific_journal-11432	135	39	remaining	remain	VERB
american_scientific_journal-11432	135	40	70	70	NUM
american_scientific_journal-11432	135	41	%	%	NOUN
american_scientific_journal-11432	135	42	was	be	AUX
american_scientific_journal-11432	135	43	reserved	reserve	VERB
american_scientific_journal-11432	135	44	for	for	ADP
american_scientific_journal-11432	135	45	testing	testing	NOUN
american_scientific_journal-11432	135	46	and	and	CCONJ
american_scientific_journal-11432	135	47	prediction	prediction	NOUN
american_scientific_journal-11432	135	48	purposes	purpose	NOUN
american_scientific_journal-11432	135	49	.	.	PUNCT
american_scientific_journal-11432	136	1	input	input	NOUN
american_scientific_journal-11432	136	2	4	4	NUM
american_scientific_journal-11432	136	3	:	:	PUNCT
american_scientific_journal-11432	136	4	selection	selection	NOUN
american_scientific_journal-11432	136	5	and	and	CCONJ
american_scientific_journal-11432	136	6	splitting	splitting	NOUN
american_scientific_journal-11432	136	7	of	of	ADP
american_scientific_journal-11432	136	8	the	the	DET
american_scientific_journal-11432	136	9	background	background	NOUN
american_scientific_journal-11432	136	10	radiation	radiation	NOUN
american_scientific_journal-11432	136	11	dataset	dataset	VERB
american_scientific_journal-11432	136	12	for	for	ADP
american_scientific_journal-11432	136	13	training	training	NOUN
american_scientific_journal-11432	136	14	and	and	CCONJ
american_scientific_journal-11432	136	15	testing	testing	NOUN
american_scientific_journal-11432	136	16	in	in	ADP
american_scientific_journal-11432	136	17	[	[	X
american_scientific_journal-11432	136	18	4	4	NUM
american_scientific_journal-11432	136	19	]	]	PUNCT
american_scientific_journal-11432	136	20	:	:	PUNCT
american_scientific_journal-11432	136	21	american	american	PROPN
american_scientific_journal-11432	136	22	academic	academic	ADJ
american_scientific_journal-11432	136	23	scientific	scientific	ADJ
american_scientific_journal-11432	136	24	research	research	NOUN
american_scientific_journal-11432	136	25	journal	journal	NOUN
american_scientific_journal-11432	136	26	for	for	ADP
american_scientific_journal-11432	136	27	engineering	engineering	NOUN
american_scientific_journal-11432	136	28	,	,	PUNCT
american_scientific_journal-11432	136	29	technology	technology	NOUN
american_scientific_journal-11432	136	30	,	,	PUNCT
american_scientific_journal-11432	136	31	and	and	CCONJ
american_scientific_journal-11432	136	32	sciences	science	NOUN
american_scientific_journal-11432	136	33	(	(	PUNCT
american_scientific_journal-11432	136	34	asrjets	asrjet	NOUN
american_scientific_journal-11432	136	35	)	)	PUNCT
american_scientific_journal-11432	136	36	volume	volume	NOUN
american_scientific_journal-11432	136	37	101	101	NUM
american_scientific_journal-11432	136	38	,	,	PUNCT
american_scientific_journal-11432	136	39	no	no	DET
american_scientific_journal-11432	136	40	1	1	NUM
american_scientific_journal-11432	136	41	,	,	PUNCT
american_scientific_journal-11432	136	42	pp	pp	ADV
american_scientific_journal-11432	136	43	71	71	NUM
american_scientific_journal-11432	136	44	-	-	SYM
american_scientific_journal-11432	136	45	96	96	NUM
american_scientific_journal-11432	136	46	79	79	NUM
american_scientific_journal-11432	136	47	x_train	x_train	NUM
american_scientific_journal-11432	136	48	,	,	PUNCT
american_scientific_journal-11432	136	49	x_test	x_test	NUM
american_scientific_journal-11432	136	50	,	,	PUNCT
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american_scientific_journal-11432	136	52	,	,	PUNCT
american_scientific_journal-11432	136	53	y_test	y_t	ADJ
american_scientific_journal-11432	136	54	=	=	PUNCT
american_scientific_journal-11432	136	55	train_test_split(x	train_test_split(x	PROPN
american_scientific_journal-11432	136	56	,	,	PUNCT
american_scientific_journal-11432	136	57	y	y	PROPN
american_scientific_journal-11432	136	58	,	,	PUNCT
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american_scientific_journal-11432	136	60	)	)	PUNCT
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american_scientific_journal-11432	136	62	5	5	NUM
american_scientific_journal-11432	136	63	:	:	PUNCT
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american_scientific_journal-11432	136	66	the	the	DET
american_scientific_journal-11432	136	67	data	datum	NOUN
american_scientific_journal-11432	136	68	of	of	ADP
american_scientific_journal-11432	136	69	the	the	DET
american_scientific_journal-11432	136	70	independent	independent	ADJ
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american_scientific_journal-11432	136	72	in	in	ADP
american_scientific_journal-11432	136	73	[	[	X
american_scientific_journal-11432	136	74	5	5	NUM
american_scientific_journal-11432	136	75	]	]	PUNCT
american_scientific_journal-11432	136	76	:	:	PUNCT
american_scientific_journal-11432	136	77	x_train	x_train	PUNCT
american_scientific_journal-11432	137	1	output	output	NOUN
american_scientific_journal-11432	137	2	2	2	NUM
american_scientific_journal-11432	137	3	:	:	PUNCT
american_scientific_journal-11432	137	4	trained	train	VERB
american_scientific_journal-11432	137	5	data	datum	NOUN
american_scientific_journal-11432	137	6	of	of	ADP
american_scientific_journal-11432	137	7	the	the	DET
american_scientific_journal-11432	137	8	independent	independent	ADJ
american_scientific_journal-11432	137	9	variables	variable	NOUN
american_scientific_journal-11432	137	10	out	out	ADP
american_scientific_journal-11432	137	11	[	[	X
american_scientific_journal-11432	137	12	2	2	NUM
american_scientific_journal-11432	137	13	]	]	PUNCT
american_scientific_journal-11432	137	14	:	:	PUNCT
american_scientific_journal-11432	137	15	alpha	alpha	PROPN
american_scientific_journal-11432	137	16	beta	beta	PROPN
american_scientific_journal-11432	137	17	gamma	gamma	NOUN
american_scientific_journal-11432	137	18	87	87	NUM
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american_scientific_journal-11432	137	20	0.011	0.011	NUM
american_scientific_journal-11432	137	21	0.219	0.219	NUM
american_scientific_journal-11432	137	22	845	845	NUM
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american_scientific_journal-11432	137	24	0.016	0.016	NUM
american_scientific_journal-11432	137	25	0.188	0.188	NUM
american_scientific_journal-11432	137	26	1063	1063	NUM
american_scientific_journal-11432	137	27	0.055	0.055	NUM
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american_scientific_journal-11432	137	29	0.18	0.18	NUM
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american_scientific_journal-11432	137	38	...	...	PUNCT
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american_scientific_journal-11432	138	1	1206	1206	NUM
american_scientific_journal-11432	138	2	0.081	0.081	NUM
american_scientific_journal-11432	138	3	0.018	0.018	NUM
american_scientific_journal-11432	138	4	0.22	0.22	NUM
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american_scientific_journal-11432	138	21	figure	figure	NOUN
american_scientific_journal-11432	138	22	8	8	NUM
american_scientific_journal-11432	138	23	input	input	NOUN
american_scientific_journal-11432	138	24	6	6	NUM
american_scientific_journal-11432	138	25	:	:	PUNCT
american_scientific_journal-11432	138	26	training	training	NOUN
american_scientific_journal-11432	138	27	of	of	ADP
american_scientific_journal-11432	138	28	the	the	DET
american_scientific_journal-11432	138	29	data	datum	NOUN
american_scientific_journal-11432	138	30	of	of	ADP
american_scientific_journal-11432	138	31	the	the	DET
american_scientific_journal-11432	138	32	dependent	dependent	ADJ
american_scientific_journal-11432	138	33	variable	variable	NOUN
american_scientific_journal-11432	138	34	.	.	PUNCT
american_scientific_journal-11432	139	1	in	in	ADP
american_scientific_journal-11432	139	2	[	[	X
american_scientific_journal-11432	139	3	6	6	NUM
american_scientific_journal-11432	139	4	]	]	PUNCT
american_scientific_journal-11432	139	5	:	:	PUNCT
american_scientific_journal-11432	139	6	y_train	y_train	PROPN
american_scientific_journal-11432	139	7	output	output	NOUN
american_scientific_journal-11432	139	8	3	3	NUM
american_scientific_journal-11432	139	9	:	:	PUNCT
american_scientific_journal-11432	139	10	trained	train	VERB
american_scientific_journal-11432	139	11	data	datum	NOUN
american_scientific_journal-11432	139	12	of	of	ADP
american_scientific_journal-11432	139	13	the	the	DET
american_scientific_journal-11432	139	14	dependent	dependent	ADJ
american_scientific_journal-11432	139	15	variable	variable	NOUN
american_scientific_journal-11432	139	16	out	out	ADP
american_scientific_journal-11432	140	1	[	[	X
american_scientific_journal-11432	140	2	3	3	NUM
american_scientific_journal-11432	140	3	]	]	SYM
american_scientific_journal-11432	140	4	:	:	PUNCT
american_scientific_journal-11432	140	5	87	87	NUM
american_scientific_journal-11432	140	6	1	1	NUM
american_scientific_journal-11432	140	7	845	845	NUM
american_scientific_journal-11432	140	8	1	1	NUM
american_scientific_journal-11432	140	9	1063	1063	NUM
american_scientific_journal-11432	140	10	1	1	NUM
american_scientific_journal-11432	140	11	american	american	ADJ
american_scientific_journal-11432	140	12	academic	academic	ADJ
american_scientific_journal-11432	140	13	scientific	scientific	ADJ
american_scientific_journal-11432	140	14	research	research	NOUN
american_scientific_journal-11432	140	15	journal	journal	NOUN
american_scientific_journal-11432	140	16	for	for	ADP
american_scientific_journal-11432	140	17	engineering	engineering	NOUN
american_scientific_journal-11432	140	18	,	,	PUNCT
american_scientific_journal-11432	140	19	technology	technology	NOUN
american_scientific_journal-11432	140	20	,	,	PUNCT
american_scientific_journal-11432	140	21	and	and	CCONJ
american_scientific_journal-11432	140	22	sciences	science	NOUN
american_scientific_journal-11432	140	23	(	(	PUNCT
american_scientific_journal-11432	140	24	asrjets	asrjet	NOUN
american_scientific_journal-11432	140	25	)	)	PUNCT
american_scientific_journal-11432	140	26	volume	volume	NOUN
american_scientific_journal-11432	140	27	101	101	NUM
american_scientific_journal-11432	140	28	,	,	PUNCT
american_scientific_journal-11432	140	29	no	no	DET
american_scientific_journal-11432	140	30	1	1	NUM
american_scientific_journal-11432	140	31	,	,	PUNCT
american_scientific_journal-11432	140	32	pp	pp	ADV
american_scientific_journal-11432	140	33	71	71	NUM
american_scientific_journal-11432	140	34	-	-	SYM
american_scientific_journal-11432	140	35	96	96	NUM
american_scientific_journal-11432	140	36	80	80	NUM
american_scientific_journal-11432	140	37	434	434	NUM
american_scientific_journal-11432	140	38	1	1	NUM
american_scientific_journal-11432	140	39	1281	1281	NUM
american_scientific_journal-11432	140	40	0	0	NUM
american_scientific_journal-11432	140	41	..	..	PUNCT
american_scientific_journal-11432	141	1	1206	1206	NUM
american_scientific_journal-11432	141	2	1	1	NUM
american_scientific_journal-11432	141	3	893	893	NUM
american_scientific_journal-11432	141	4	0	0	NUM
american_scientific_journal-11432	141	5	278	278	NUM
american_scientific_journal-11432	141	6	1	1	NUM
american_scientific_journal-11432	141	7	515	515	NUM
american_scientific_journal-11432	141	8	0	0	NUM
american_scientific_journal-11432	141	9	91	91	NUM
american_scientific_journal-11432	141	10	1	1	NUM
american_scientific_journal-11432	141	11	name	name	NOUN
american_scientific_journal-11432	141	12	:	:	PUNCT
american_scientific_journal-11432	141	13	effect	effect	NOUN
american_scientific_journal-11432	141	14	,	,	PUNCT
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american_scientific_journal-11432	141	16	:	:	PUNCT
american_scientific_journal-11432	141	17	1080	1080	NUM
american_scientific_journal-11432	141	18	,	,	PUNCT
american_scientific_journal-11432	141	19	dtype	dtype	NOUN
american_scientific_journal-11432	141	20	:	:	PUNCT
american_scientific_journal-11432	141	21	int64	int64	PROPN
american_scientific_journal-11432	141	22	figure	figure	NOUN
american_scientific_journal-11432	141	23	9	9	NUM
american_scientific_journal-11432	141	24	input	input	NOUN
american_scientific_journal-11432	141	25	7	7	NUM
american_scientific_journal-11432	141	26	:	:	PUNCT
american_scientific_journal-11432	141	27	testing	testing	NOUN
american_scientific_journal-11432	141	28	of	of	ADP
american_scientific_journal-11432	141	29	the	the	DET
american_scientific_journal-11432	141	30	data	datum	NOUN
american_scientific_journal-11432	141	31	of	of	ADP
american_scientific_journal-11432	141	32	the	the	DET
american_scientific_journal-11432	141	33	independent	independent	ADJ
american_scientific_journal-11432	141	34	variables	variable	NOUN
american_scientific_journal-11432	141	35	in	in	ADP
american_scientific_journal-11432	141	36	[	[	X
american_scientific_journal-11432	141	37	7	7	NUM
american_scientific_journal-11432	141	38	]	]	PUNCT
american_scientific_journal-11432	141	39	:	:	PUNCT
american_scientific_journal-11432	141	40	x_test	x_t	ADJ
american_scientific_journal-11432	141	41	output	output	NOUN
american_scientific_journal-11432	141	42	4	4	NUM
american_scientific_journal-11432	141	43	:	:	PUNCT
american_scientific_journal-11432	141	44	tested	test	VERB
american_scientific_journal-11432	141	45	data	datum	NOUN
american_scientific_journal-11432	141	46	of	of	ADP
american_scientific_journal-11432	141	47	the	the	DET
american_scientific_journal-11432	141	48	independent	independent	ADJ
american_scientific_journal-11432	141	49	variables	variable	NOUN
american_scientific_journal-11432	141	50	out	out	ADP
american_scientific_journal-11432	141	51	[	[	X
american_scientific_journal-11432	141	52	4	4	NUM
american_scientific_journal-11432	141	53	]	]	PUNCT
american_scientific_journal-11432	141	54	:	:	PUNCT
american_scientific_journal-11432	141	55	alpha	alpha	PROPN
american_scientific_journal-11432	141	56	beta	beta	PROPN
american_scientific_journal-11432	141	57	gamma	gamma	NOUN
american_scientific_journal-11432	141	58	673	673	NUM
american_scientific_journal-11432	141	59	0.102	0.102	NUM
american_scientific_journal-11432	141	60	0.012	0.012	NUM
american_scientific_journal-11432	141	61	0.198	0.198	NUM
american_scientific_journal-11432	141	62	1147	1147	NUM
american_scientific_journal-11432	141	63	0.096	0.096	NUM
american_scientific_journal-11432	141	64	0.008	0.008	NUM
american_scientific_journal-11432	141	65	0.211	0.211	NUM
american_scientific_journal-11432	141	66	527	527	NUM
american_scientific_journal-11432	141	67	0.01	0.01	NUM
american_scientific_journal-11432	141	68	0.001	0.001	NUM
american_scientific_journal-11432	141	69	0.179	0.179	NUM
american_scientific_journal-11432	141	70	867	867	NUM
american_scientific_journal-11432	141	71	0.074	0.074	NUM
american_scientific_journal-11432	141	72	0.012	0.012	NUM
american_scientific_journal-11432	141	73	0.211	0.211	NUM
american_scientific_journal-11432	141	74	1191	1191	NUM
american_scientific_journal-11432	141	75	0.078	0.078	NUM
american_scientific_journal-11432	141	76	0.037	0.037	NUM
american_scientific_journal-11432	141	77	0.173	0.173	NUM
american_scientific_journal-11432	141	78	...	...	PUNCT
american_scientific_journal-11432	141	79	...	...	PUNCT
american_scientific_journal-11432	141	80	...	...	PUNCT
american_scientific_journal-11432	141	81	...	...	PUNCT
american_scientific_journal-11432	142	1	1149	1149	NUM
american_scientific_journal-11432	142	2	0.089	0.089	NUM
american_scientific_journal-11432	142	3	0.02	0.02	NUM
american_scientific_journal-11432	142	4	0.22	0.22	NUM
american_scientific_journal-11432	142	5	306	306	NUM
american_scientific_journal-11432	142	6	0.067	0.067	NUM
american_scientific_journal-11432	142	7	0.024	0.024	NUM
american_scientific_journal-11432	142	8	0.221	0.221	NUM
american_scientific_journal-11432	142	9	1057	1057	NUM
american_scientific_journal-11432	142	10	0.076	0.076	NUM
american_scientific_journal-11432	142	11	0.034	0.034	NUM
american_scientific_journal-11432	142	12	0.177	0.177	NUM
american_scientific_journal-11432	142	13	842	842	NUM
american_scientific_journal-11432	142	14	0.075	0.075	NUM
american_scientific_journal-11432	142	15	0.027	0.027	NUM
american_scientific_journal-11432	142	16	0.178	0.178	NUM
american_scientific_journal-11432	142	17	1189	1189	NUM
american_scientific_journal-11432	142	18	0.081	0.081	NUM
american_scientific_journal-11432	142	19	0.003	0.003	NUM
american_scientific_journal-11432	142	20	0.231	0.231	NUM
american_scientific_journal-11432	142	21	figure	figure	NOUN
american_scientific_journal-11432	142	22	10	10	NUM
american_scientific_journal-11432	142	23	american	american	ADJ
american_scientific_journal-11432	142	24	academic	academic	ADJ
american_scientific_journal-11432	142	25	scientific	scientific	ADJ
american_scientific_journal-11432	142	26	research	research	NOUN
american_scientific_journal-11432	142	27	journal	journal	NOUN
american_scientific_journal-11432	142	28	for	for	ADP
american_scientific_journal-11432	142	29	engineering	engineering	NOUN
american_scientific_journal-11432	142	30	,	,	PUNCT
american_scientific_journal-11432	142	31	technology	technology	NOUN
american_scientific_journal-11432	142	32	,	,	PUNCT
american_scientific_journal-11432	142	33	and	and	CCONJ
american_scientific_journal-11432	142	34	sciences	science	NOUN
american_scientific_journal-11432	142	35	(	(	PUNCT
american_scientific_journal-11432	142	36	asrjets	asrjet	NOUN
american_scientific_journal-11432	142	37	)	)	PUNCT
american_scientific_journal-11432	142	38	volume	volume	NOUN
american_scientific_journal-11432	142	39	101	101	NUM
american_scientific_journal-11432	142	40	,	,	PUNCT
american_scientific_journal-11432	142	41	no	no	DET
american_scientific_journal-11432	142	42	1	1	NUM
american_scientific_journal-11432	142	43	,	,	PUNCT
american_scientific_journal-11432	142	44	pp	pp	ADV
american_scientific_journal-11432	142	45	71	71	NUM
american_scientific_journal-11432	142	46	-	-	SYM
american_scientific_journal-11432	142	47	96	96	NUM
american_scientific_journal-11432	142	48	81	81	NUM
american_scientific_journal-11432	142	49	input	input	NOUN
american_scientific_journal-11432	142	50	8	8	NUM
american_scientific_journal-11432	142	51	:	:	PUNCT
american_scientific_journal-11432	142	52	testing	testing	NOUN
american_scientific_journal-11432	142	53	of	of	ADP
american_scientific_journal-11432	142	54	the	the	DET
american_scientific_journal-11432	142	55	data	datum	NOUN
american_scientific_journal-11432	142	56	of	of	ADP
american_scientific_journal-11432	142	57	the	the	DET
american_scientific_journal-11432	142	58	dependent	dependent	ADJ
american_scientific_journal-11432	142	59	variable	variable	NOUN
american_scientific_journal-11432	142	60	in	in	ADP
american_scientific_journal-11432	142	61	[	[	X
american_scientific_journal-11432	142	62	8	8	NUM
american_scientific_journal-11432	142	63	]	]	PUNCT
american_scientific_journal-11432	142	64	:	:	PUNCT
american_scientific_journal-11432	142	65	y_test	y_t	ADJ
american_scientific_journal-11432	142	66	output	output	VERB
american_scientific_journal-11432	142	67	5	5	NUM
american_scientific_journal-11432	142	68	:	:	PUNCT
american_scientific_journal-11432	142	69	tested	test	VERB
american_scientific_journal-11432	142	70	data	datum	NOUN
american_scientific_journal-11432	142	71	of	of	ADP
american_scientific_journal-11432	142	72	the	the	DET
american_scientific_journal-11432	142	73	dependent	dependent	ADJ
american_scientific_journal-11432	142	74	variable	variable	NOUN
american_scientific_journal-11432	142	75	out	out	ADP
american_scientific_journal-11432	143	1	[	[	X
american_scientific_journal-11432	143	2	5	5	NUM
american_scientific_journal-11432	143	3	]	]	PUNCT
american_scientific_journal-11432	143	4	:	:	PUNCT
american_scientific_journal-11432	144	1	673	673	NUM
american_scientific_journal-11432	144	2	1	1	NUM
american_scientific_journal-11432	144	3	1147	1147	NUM
american_scientific_journal-11432	144	4	1	1	NUM
american_scientific_journal-11432	144	5	527	527	NUM
american_scientific_journal-11432	144	6	0	0	NUM
american_scientific_journal-11432	144	7	867	867	NUM
american_scientific_journal-11432	144	8	1	1	NUM
american_scientific_journal-11432	144	9	1191	1191	NUM
american_scientific_journal-11432	144	10	1	1	NUM
american_scientific_journal-11432	144	11	..	..	SYM
american_scientific_journal-11432	144	12	1149	1149	NUM
american_scientific_journal-11432	144	13	1	1	NUM
american_scientific_journal-11432	144	14	306	306	NUM
american_scientific_journal-11432	144	15	1	1	NUM
american_scientific_journal-11432	144	16	1057	1057	NUM
american_scientific_journal-11432	144	17	1	1	NUM
american_scientific_journal-11432	144	18	842	842	NUM
american_scientific_journal-11432	144	19	1	1	NUM
american_scientific_journal-11432	144	20	1189	1189	NUM
american_scientific_journal-11432	144	21	1	1	NUM
american_scientific_journal-11432	144	22	name	name	NOUN
american_scientific_journal-11432	144	23	:	:	PUNCT
american_scientific_journal-11432	144	24	effect	effect	NOUN
american_scientific_journal-11432	144	25	,	,	PUNCT
american_scientific_journal-11432	144	26	length	length	NOUN
american_scientific_journal-11432	144	27	:	:	PUNCT
american_scientific_journal-11432	144	28	464	464	NUM
american_scientific_journal-11432	144	29	,	,	PUNCT
american_scientific_journal-11432	144	30	dtype	dtype	NOUN
american_scientific_journal-11432	144	31	:	:	PUNCT
american_scientific_journal-11432	144	32	int64	int64	PROPN
american_scientific_journal-11432	144	33	figure	figure	VERB
american_scientific_journal-11432	144	34	11	11	NUM
american_scientific_journal-11432	144	35	3.3	3.3	NUM
american_scientific_journal-11432	144	36	random	random	ADJ
american_scientific_journal-11432	144	37	forest	forest	NOUN
american_scientific_journal-11432	144	38	data	datum	NOUN
american_scientific_journal-11432	144	39	simulation	simulation	NOUN
american_scientific_journal-11432	144	40	part	part	NOUN
american_scientific_journal-11432	144	41	of	of	ADP
american_scientific_journal-11432	144	42	the	the	DET
american_scientific_journal-11432	144	43	sub	sub	ADJ
american_scientific_journal-11432	144	44	-	-	ADJ
american_scientific_journal-11432	144	45	library	library	ADJ
american_scientific_journal-11432	144	46	functions	function	NOUN
american_scientific_journal-11432	144	47	of	of	ADP
american_scientific_journal-11432	144	48	“	"	PUNCT
american_scientific_journal-11432	144	49	sklearn	sklearn	PROPN
american_scientific_journal-11432	144	50	”	"	PUNCT
american_scientific_journal-11432	144	51	,	,	PUNCT
american_scientific_journal-11432	144	52	which	which	PRON
american_scientific_journal-11432	144	53	is	be	AUX
american_scientific_journal-11432	144	54	“	"	PUNCT
american_scientific_journal-11432	144	55	sklearn.ensemble	sklearn.ensemble	ADJ
american_scientific_journal-11432	144	56	”	"	PUNCT
american_scientific_journal-11432	144	57	,	,	PUNCT
american_scientific_journal-11432	144	58	is	be	AUX
american_scientific_journal-11432	144	59	a	a	DET
american_scientific_journal-11432	144	60	module	module	NOUN
american_scientific_journal-11432	144	61	that	that	PRON
american_scientific_journal-11432	144	62	includes	include	VERB
american_scientific_journal-11432	144	63	two	two	NUM
american_scientific_journal-11432	144	64	averaging	average	VERB
american_scientific_journal-11432	144	65	algorithms	algorithm	NOUN
american_scientific_journal-11432	144	66	based	base	VERB
american_scientific_journal-11432	144	67	on	on	ADP
american_scientific_journal-11432	144	68	randomized	randomized	ADJ
american_scientific_journal-11432	144	69	decision	decision	NOUN
american_scientific_journal-11432	144	70	trees	tree	NOUN
american_scientific_journal-11432	144	71	.	.	PUNCT
american_scientific_journal-11432	145	1	the	the	DET
american_scientific_journal-11432	145	2	random	random	ADJ
american_scientific_journal-11432	145	3	forest	forest	NOUN
american_scientific_journal-11432	145	4	classifier	classifier	NOUN
american_scientific_journal-11432	145	5	(	(	PUNCT
american_scientific_journal-11432	145	6	rfc	rfc	PROPN
american_scientific_journal-11432	145	7	)	)	PUNCT
american_scientific_journal-11432	145	8	was	be	AUX
american_scientific_journal-11432	145	9	used	use	VERB
american_scientific_journal-11432	145	10	to	to	PART
american_scientific_journal-11432	145	11	create	create	VERB
american_scientific_journal-11432	145	12	a	a	DET
american_scientific_journal-11432	145	13	set	set	NOUN
american_scientific_journal-11432	145	14	of	of	ADP
american_scientific_journal-11432	145	15	decision	decision	NOUN
american_scientific_journal-11432	145	16	trees	tree	NOUN
american_scientific_journal-11432	145	17	from	from	ADP
american_scientific_journal-11432	145	18	a	a	DET
american_scientific_journal-11432	145	19	randomly	randomly	ADV
american_scientific_journal-11432	145	20	selected	select	VERB
american_scientific_journal-11432	145	21	subset	subset	NOUN
american_scientific_journal-11432	145	22	of	of	ADP
american_scientific_journal-11432	145	23	the	the	DET
american_scientific_journal-11432	145	24	training	training	NOUN
american_scientific_journal-11432	145	25	set	set	NOUN
american_scientific_journal-11432	145	26	.	.	PUNCT
american_scientific_journal-11432	146	1	input	input	NOUN
american_scientific_journal-11432	146	2	9	9	NUM
american_scientific_journal-11432	146	3	:	:	PUNCT
american_scientific_journal-11432	146	4	initialization	initialization	NOUN
american_scientific_journal-11432	146	5	of	of	ADP
american_scientific_journal-11432	146	6	random	random	ADJ
american_scientific_journal-11432	146	7	forest	forest	NOUN
american_scientific_journal-11432	146	8	algorithm	algorithm	NOUN
american_scientific_journal-11432	146	9	for	for	ADP
american_scientific_journal-11432	146	10	training	train	VERB
american_scientific_journal-11432	146	11	the	the	DET
american_scientific_journal-11432	146	12	data	datum	NOUN
american_scientific_journal-11432	146	13	american	american	PROPN
american_scientific_journal-11432	146	14	academic	academic	PROPN
american_scientific_journal-11432	146	15	scientific	scientific	ADJ
american_scientific_journal-11432	146	16	research	research	NOUN
american_scientific_journal-11432	146	17	journal	journal	NOUN
american_scientific_journal-11432	146	18	for	for	ADP
american_scientific_journal-11432	146	19	engineering	engineering	NOUN
american_scientific_journal-11432	146	20	,	,	PUNCT
american_scientific_journal-11432	146	21	technology	technology	NOUN
american_scientific_journal-11432	146	22	,	,	PUNCT
american_scientific_journal-11432	146	23	and	and	CCONJ
american_scientific_journal-11432	146	24	sciences	science	NOUN
american_scientific_journal-11432	146	25	(	(	PUNCT
american_scientific_journal-11432	146	26	asrjets	asrjet	NOUN
american_scientific_journal-11432	146	27	)	)	PUNCT
american_scientific_journal-11432	146	28	volume	volume	NOUN
american_scientific_journal-11432	146	29	101	101	NUM
american_scientific_journal-11432	146	30	,	,	PUNCT
american_scientific_journal-11432	146	31	no	no	DET
american_scientific_journal-11432	146	32	1	1	NUM
american_scientific_journal-11432	146	33	,	,	PUNCT
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american_scientific_journal-11432	146	35	71	71	NUM
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american_scientific_journal-11432	148	178	:	:	PUNCT
american_scientific_journal-11432	148	179	confusion	confusion	NOUN
american_scientific_journal-11432	148	180	matrix	matrix	NOUN
american_scientific_journal-11432	148	181	chart	chart	NOUN
american_scientific_journal-11432	148	182	of	of	ADP
american_scientific_journal-11432	148	183	tested	test	VERB
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american_scientific_journal-11432	148	188	14	14	NUM
american_scientific_journal-11432	148	189	:	:	PUNCT
american_scientific_journal-11432	148	190	code	code	NOUN
american_scientific_journal-11432	148	191	to	to	PART
american_scientific_journal-11432	148	192	generate	generate	VERB
american_scientific_journal-11432	148	193	the	the	DET
american_scientific_journal-11432	148	194	performance	performance	NOUN
american_scientific_journal-11432	148	195	metrics	metric	NOUN
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american_scientific_journal-11432	148	197	the	the	DET
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american_scientific_journal-11432	148	199	data	datum	NOUN
american_scientific_journal-11432	148	200	in	in	ADP
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american_scientific_journal-11432	148	202	14	14	NUM
american_scientific_journal-11432	148	203	]	]	X
american_scientific_journal-11432	148	204	:	:	PUNCT
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american_scientific_journal-11432	148	206	,	,	PUNCT
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american_scientific_journal-11432	149	2	academic	academic	ADJ
american_scientific_journal-11432	149	3	scientific	scientific	ADJ
american_scientific_journal-11432	149	4	research	research	NOUN
american_scientific_journal-11432	149	5	journal	journal	NOUN
american_scientific_journal-11432	149	6	for	for	ADP
american_scientific_journal-11432	149	7	engineering	engineering	NOUN
american_scientific_journal-11432	149	8	,	,	PUNCT
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american_scientific_journal-11432	149	10	,	,	PUNCT
american_scientific_journal-11432	149	11	and	and	CCONJ
american_scientific_journal-11432	149	12	sciences	science	NOUN
american_scientific_journal-11432	149	13	(	(	PUNCT
american_scientific_journal-11432	149	14	asrjets	asrjet	NOUN
american_scientific_journal-11432	149	15	)	)	PUNCT
american_scientific_journal-11432	149	16	volume	volume	NOUN
american_scientific_journal-11432	149	17	101	101	NUM
american_scientific_journal-11432	149	18	,	,	PUNCT
american_scientific_journal-11432	149	19	no	no	DET
american_scientific_journal-11432	149	20	1	1	NUM
american_scientific_journal-11432	149	21	,	,	PUNCT
american_scientific_journal-11432	149	22	pp	pp	ADV
american_scientific_journal-11432	149	23	71	71	NUM
american_scientific_journal-11432	149	24	-	-	SYM
american_scientific_journal-11432	149	25	96	96	NUM
american_scientific_journal-11432	149	26	85	85	NUM
american_scientific_journal-11432	149	27	output	output	NOUN
american_scientific_journal-11432	149	28	11	11	NUM
american_scientific_journal-11432	149	29	:	:	PUNCT
american_scientific_journal-11432	149	30	performance	performance	NOUN
american_scientific_journal-11432	149	31	metrics	metric	NOUN
american_scientific_journal-11432	149	32	of	of	ADP
american_scientific_journal-11432	149	33	the	the	DET
american_scientific_journal-11432	149	34	tested	test	VERB
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american_scientific_journal-11432	149	36	out	out	ADP
american_scientific_journal-11432	149	37	[	[	X
american_scientific_journal-11432	149	38	11	11	NUM
american_scientific_journal-11432	149	39	]	]	NUM
american_scientific_journal-11432	149	40	:	:	PUNCT
american_scientific_journal-11432	149	41	precision	precision	NOUN
american_scientific_journal-11432	149	42	recall	recall	NOUN
american_scientific_journal-11432	149	43	f1	f1	NOUN
american_scientific_journal-11432	149	44	-	-	PUNCT
american_scientific_journal-11432	149	45	score	score	NOUN
american_scientific_journal-11432	149	46	support	support	NOUN
american_scientific_journal-11432	149	47	0	0	NUM
american_scientific_journal-11432	149	48	1.00	1.00	NUM
american_scientific_journal-11432	149	49	1.00	1.00	NUM
american_scientific_journal-11432	149	50	1.00	1.00	NUM
american_scientific_journal-11432	149	51	111	111	NUM
american_scientific_journal-11432	149	52	1	1	NUM
american_scientific_journal-11432	149	53	1.00	1.00	NUM
american_scientific_journal-11432	149	54	1.00	1.00	NUM
american_scientific_journal-11432	149	55	1.00	1.00	NUM
american_scientific_journal-11432	149	56	353	353	NUM
american_scientific_journal-11432	149	57	accuracy	accuracy	NOUN
american_scientific_journal-11432	149	58	1.00	1.00	NUM
american_scientific_journal-11432	149	59	464	464	NUM
american_scientific_journal-11432	149	60	macro	macro	ADJ
american_scientific_journal-11432	149	61	avg	avg	NOUN
american_scientific_journal-11432	149	62	1.00	1.00	NUM
american_scientific_journal-11432	149	63	1.00	1.00	NUM
american_scientific_journal-11432	149	64	1.00	1.00	NUM
american_scientific_journal-11432	149	65	464	464	NUM
american_scientific_journal-11432	149	66	weighted	weight	VERB
american_scientific_journal-11432	149	67	avg	avg	PROPN
american_scientific_journal-11432	149	68	1.00	1.00	NUM
american_scientific_journal-11432	149	69	1.00	1.00	NUM
american_scientific_journal-11432	149	70	1.00	1.00	NUM
american_scientific_journal-11432	149	71	464	464	NUM
american_scientific_journal-11432	149	72	figure	figure	NOUN
american_scientific_journal-11432	149	73	17	17	NUM
american_scientific_journal-11432	149	74	3.4	3.4	NUM
american_scientific_journal-11432	149	75	naive	naive	ADJ
american_scientific_journal-11432	149	76	-	-	PUNCT
american_scientific_journal-11432	149	77	bayes	bayes	NOUN
american_scientific_journal-11432	149	78	data	datum	NOUN
american_scientific_journal-11432	149	79	simulation	simulation	NOUN
american_scientific_journal-11432	149	80	the	the	DET
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american_scientific_journal-11432	149	82	-	-	PUNCT
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american_scientific_journal-11432	149	84	models	model	NOUN
american_scientific_journal-11432	149	85	are	be	AUX
american_scientific_journal-11432	149	86	a	a	DET
american_scientific_journal-11432	149	87	group	group	NOUN
american_scientific_journal-11432	149	88	of	of	ADP
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american_scientific_journal-11432	149	92	simple	simple	ADJ
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american_scientific_journal-11432	149	94	algorithms	algorithm	NOUN
american_scientific_journal-11432	149	95	that	that	PRON
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american_scientific_journal-11432	149	99	for	for	ADP
american_scientific_journal-11432	149	100	very	very	ADV
american_scientific_journal-11432	149	101	high	high	ADJ
american_scientific_journal-11432	149	102	dimensional	dimensional	ADJ
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american_scientific_journal-11432	149	104	.	.	PUNCT
american_scientific_journal-11432	150	1	input	input	NOUN
american_scientific_journal-11432	150	2	15	15	NUM
american_scientific_journal-11432	150	3	:	:	PUNCT
american_scientific_journal-11432	150	4	initialization	initialization	NOUN
american_scientific_journal-11432	150	5	of	of	ADP
american_scientific_journal-11432	150	6	the	the	DET
american_scientific_journal-11432	150	7	naïve	naïve	ADJ
american_scientific_journal-11432	150	8	-	-	PUNCT
american_scientific_journal-11432	150	9	bayes	bayes	NOUN
american_scientific_journal-11432	150	10	algorithm	algorithm	NOUN
american_scientific_journal-11432	150	11	for	for	ADP
american_scientific_journal-11432	150	12	training	train	VERB
american_scientific_journal-11432	150	13	the	the	DET
american_scientific_journal-11432	150	14	data	datum	NOUN
american_scientific_journal-11432	150	15	in	in	ADP
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american_scientific_journal-11432	150	17	15	15	NUM
american_scientific_journal-11432	150	18	]	]	PUNCT
american_scientific_journal-11432	150	19	:	:	PUNCT
american_scientific_journal-11432	150	20	from	from	ADP
american_scientific_journal-11432	150	21	sklearn.naive_bayes	sklearn.naive_bayes	NUM
american_scientific_journal-11432	150	22	import	import	VERB
american_scientific_journal-11432	150	23	multinomialnb	multinomialnb	NOUN
american_scientific_journal-11432	150	24	nb_classifier	nb_classifier	ADV
american_scientific_journal-11432	150	25	=	=	X
american_scientific_journal-11432	150	26	multinomialnb	multinomialnb	X
american_scientific_journal-11432	150	27	(	(	PUNCT
american_scientific_journal-11432	150	28	)	)	PUNCT
american_scientific_journal-11432	150	29	nb_classifier.fit(x_train	nb_classifier.fit(x_train	PROPN
american_scientific_journal-11432	150	30	,	,	PUNCT
american_scientific_journal-11432	150	31	y_train	y_train	X
american_scientific_journal-11432	150	32	)	)	PUNCT
american_scientific_journal-11432	150	33	figure	figure	NOUN
american_scientific_journal-11432	150	34	18	18	NUM
american_scientific_journal-11432	150	35	output	output	NOUN
american_scientific_journal-11432	150	36	12	12	NUM
american_scientific_journal-11432	150	37	:	:	PUNCT
american_scientific_journal-11432	150	38	initialized	initialize	VERB
american_scientific_journal-11432	150	39	nba	nba	PROPN
american_scientific_journal-11432	150	40	classifier	classifier	VERB
american_scientific_journal-11432	150	41	out	out	ADP
american_scientific_journal-11432	151	1	[	[	X
american_scientific_journal-11432	151	2	12	12	NUM
american_scientific_journal-11432	151	3	]	]	X
american_scientific_journal-11432	151	4	:	:	PUNCT
american_scientific_journal-11432	151	5	multinomialnb	multinomialnb	X
american_scientific_journal-11432	151	6	(	(	PUNCT
american_scientific_journal-11432	151	7	)	)	PUNCT
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american_scientific_journal-11432	151	9	academic	academic	ADJ
american_scientific_journal-11432	151	10	scientific	scientific	ADJ
american_scientific_journal-11432	151	11	research	research	NOUN
american_scientific_journal-11432	151	12	journal	journal	NOUN
american_scientific_journal-11432	151	13	for	for	ADP
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american_scientific_journal-11432	151	15	,	,	PUNCT
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american_scientific_journal-11432	151	17	,	,	PUNCT
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american_scientific_journal-11432	151	19	sciences	science	NOUN
american_scientific_journal-11432	151	20	(	(	PUNCT
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american_scientific_journal-11432	151	22	)	)	PUNCT
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american_scientific_journal-11432	151	25	,	,	PUNCT
american_scientific_journal-11432	151	26	no	no	DET
american_scientific_journal-11432	151	27	1	1	NUM
american_scientific_journal-11432	151	28	,	,	PUNCT
american_scientific_journal-11432	151	29	pp	pp	ADV
american_scientific_journal-11432	151	30	71	71	NUM
american_scientific_journal-11432	151	31	-	-	SYM
american_scientific_journal-11432	151	32	96	96	NUM
american_scientific_journal-11432	151	33	86	86	NUM
american_scientific_journal-11432	151	34	output	output	NOUN
american_scientific_journal-11432	151	35	13	13	NUM
american_scientific_journal-11432	151	36	:	:	PUNCT
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american_scientific_journal-11432	151	38	for	for	ADP
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american_scientific_journal-11432	151	42	trained	train	VERB
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american_scientific_journal-11432	151	44	in	in	ADP
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american_scientific_journal-11432	151	48	:	:	PUNCT
american_scientific_journal-11432	151	49	from	from	ADP
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american_scientific_journal-11432	151	51	import	import	NOUN
american_scientific_journal-11432	151	52	classification_report	classification_report	NOUN
american_scientific_journal-11432	151	53	,	,	PUNCT
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american_scientific_journal-11432	151	55	y_predict_train	y_predict_train	NOUN
american_scientific_journal-11432	151	56	=	=	SYM
american_scientific_journal-11432	151	57	nb_classifier.predict(x_train	nb_classifier.predict(x_train	NOUN
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american_scientific_journal-11432	151	59	y_predict_train	y_predict_train	NOUN
american_scientific_journal-11432	151	60	figure	figure	NOUN
american_scientific_journal-11432	151	61	19	19	NUM
american_scientific_journal-11432	151	62	output	output	NOUN
american_scientific_journal-11432	151	63	14	14	NUM
american_scientific_journal-11432	151	64	:	:	PUNCT
american_scientific_journal-11432	151	65	prediction	prediction	NOUN
american_scientific_journal-11432	151	66	of	of	ADP
american_scientific_journal-11432	151	67	the	the	DET
american_scientific_journal-11432	151	68	trained	train	VERB
american_scientific_journal-11432	151	69	data	datum	NOUN
american_scientific_journal-11432	151	70	out	out	ADP
american_scientific_journal-11432	151	71	[	[	X
american_scientific_journal-11432	151	72	14	14	NUM
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american_scientific_journal-11432	151	74	:	:	PUNCT
american_scientific_journal-11432	151	75	array([1	array([1	ADP
american_scientific_journal-11432	151	76	,	,	PUNCT
american_scientific_journal-11432	151	77	1	1	NUM
american_scientific_journal-11432	151	78	,	,	PUNCT
american_scientific_journal-11432	151	79	1	1	NUM
american_scientific_journal-11432	151	80	,	,	PUNCT
american_scientific_journal-11432	151	81	...	...	PUNCT
american_scientific_journal-11432	151	82	,	,	PUNCT
american_scientific_journal-11432	151	83	1	1	NUM
american_scientific_journal-11432	151	84	,	,	PUNCT
american_scientific_journal-11432	151	85	1	1	NUM
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american_scientific_journal-11432	151	95	17	17	NUM
american_scientific_journal-11432	151	96	:	:	PUNCT
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american_scientific_journal-11432	151	98	for	for	ADP
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american_scientific_journal-11432	151	104	of	of	ADP
american_scientific_journal-11432	151	105	the	the	DET
american_scientific_journal-11432	151	106	trained	train	VERB
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american_scientific_journal-11432	151	108	in	in	ADP
american_scientific_journal-11432	151	109	[	[	X
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american_scientific_journal-11432	151	112	:	:	PUNCT
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american_scientific_journal-11432	151	120	,	,	PUNCT
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american_scientific_journal-11432	151	126	20	20	NUM
american_scientific_journal-11432	151	127	output	output	NOUN
american_scientific_journal-11432	151	128	15	15	NUM
american_scientific_journal-11432	151	129	:	:	PUNCT
american_scientific_journal-11432	151	130	computation	computation	NOUN
american_scientific_journal-11432	151	131	of	of	ADP
american_scientific_journal-11432	151	132	the	the	DET
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american_scientific_journal-11432	151	135	of	of	ADP
american_scientific_journal-11432	151	136	the	the	DET
american_scientific_journal-11432	151	137	trained	train	VERB
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american_scientific_journal-11432	151	139	out	out	ADP
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american_scientific_journal-11432	152	4	:	:	PUNCT
american_scientific_journal-11432	152	5	<	<	X
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american_scientific_journal-11432	152	9	academic	academic	ADJ
american_scientific_journal-11432	152	10	scientific	scientific	ADJ
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american_scientific_journal-11432	152	17	,	,	PUNCT
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american_scientific_journal-11432	152	28	,	,	PUNCT
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american_scientific_journal-11432	152	31	-	-	SYM
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american_scientific_journal-11432	152	36	:	:	PUNCT
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american_scientific_journal-11432	152	40	of	of	ADP
american_scientific_journal-11432	152	41	trained	train	VERB
american_scientific_journal-11432	152	42	data	datum	NOUN
american_scientific_journal-11432	152	43	by	by	ADP
american_scientific_journal-11432	152	44	nba	nba	PROPN
american_scientific_journal-11432	152	45	input	input	PROPN
american_scientific_journal-11432	152	46	18	18	NUM
american_scientific_journal-11432	152	47	:	:	PUNCT
american_scientific_journal-11432	152	48	code	code	NOUN
american_scientific_journal-11432	152	49	to	to	PART
american_scientific_journal-11432	152	50	generate	generate	VERB
american_scientific_journal-11432	152	51	the	the	DET
american_scientific_journal-11432	152	52	performance	performance	NOUN
american_scientific_journal-11432	152	53	metrics	metric	NOUN
american_scientific_journal-11432	152	54	of	of	ADP
american_scientific_journal-11432	152	55	the	the	DET
american_scientific_journal-11432	152	56	trained	train	VERB
american_scientific_journal-11432	152	57	data	datum	NOUN
american_scientific_journal-11432	152	58	in	in	ADP
american_scientific_journal-11432	152	59	[	[	X
american_scientific_journal-11432	152	60	18	18	NUM
american_scientific_journal-11432	152	61	]	]	X
american_scientific_journal-11432	152	62	:	:	PUNCT
american_scientific_journal-11432	152	63	print(classification_report(y_train	print(classification_report(y_train	NOUN
american_scientific_journal-11432	152	64	,	,	PUNCT
american_scientific_journal-11432	152	65	y_predict_train	y_predict_train	ADJ
american_scientific_journal-11432	152	66	)	)	PUNCT
american_scientific_journal-11432	152	67	)	)	PUNCT
american_scientific_journal-11432	152	68	output	output	NOUN
american_scientific_journal-11432	152	69	16	16	NUM
american_scientific_journal-11432	152	70	:	:	PUNCT
american_scientific_journal-11432	152	71	performance	performance	NOUN
american_scientific_journal-11432	152	72	metrics	metric	NOUN
american_scientific_journal-11432	152	73	of	of	ADP
american_scientific_journal-11432	152	74	the	the	DET
american_scientific_journal-11432	152	75	trained	train	VERB
american_scientific_journal-11432	152	76	data	datum	NOUN
american_scientific_journal-11432	152	77	out	out	ADP
american_scientific_journal-11432	153	1	[	[	X
american_scientific_journal-11432	153	2	16	16	NUM
american_scientific_journal-11432	153	3	]	]	X
american_scientific_journal-11432	153	4	:	:	PUNCT
american_scientific_journal-11432	153	5	precision	precision	NOUN
american_scientific_journal-11432	153	6	recall	recall	NOUN
american_scientific_journal-11432	153	7	f1	f1	NOUN
american_scientific_journal-11432	153	8	-	-	PUNCT
american_scientific_journal-11432	153	9	score	score	NOUN
american_scientific_journal-11432	153	10	support	support	NOUN
american_scientific_journal-11432	153	11	0	0	NUM
american_scientific_journal-11432	153	12	1.00	1.00	NUM
american_scientific_journal-11432	153	13	1.00	1.00	NUM
american_scientific_journal-11432	153	14	1.00	1.00	NUM
american_scientific_journal-11432	153	15	111	111	NUM
american_scientific_journal-11432	153	16	1	1	NUM
american_scientific_journal-11432	153	17	1.00	1.00	NUM
american_scientific_journal-11432	153	18	1.00	1.00	NUM
american_scientific_journal-11432	153	19	1.00	1.00	NUM
american_scientific_journal-11432	153	20	353	353	NUM
american_scientific_journal-11432	153	21	accuracy	accuracy	NOUN
american_scientific_journal-11432	153	22	1.00	1.00	NUM
american_scientific_journal-11432	153	23	464	464	NUM
american_scientific_journal-11432	153	24	macro	macro	ADJ
american_scientific_journal-11432	153	25	avg	avg	NOUN
american_scientific_journal-11432	153	26	1.00	1.00	NUM
american_scientific_journal-11432	153	27	1.00	1.00	NUM
american_scientific_journal-11432	153	28	1.00	1.00	NUM
american_scientific_journal-11432	153	29	464	464	NUM
american_scientific_journal-11432	153	30	weighted	weight	VERB
american_scientific_journal-11432	153	31	avg	avg	PROPN
american_scientific_journal-11432	153	32	1.00	1.00	NUM
american_scientific_journal-11432	153	33	1.00	1.00	NUM
american_scientific_journal-11432	153	34	1.00	1.00	NUM
american_scientific_journal-11432	153	35	464	464	NUM
american_scientific_journal-11432	153	36	figure	figure	NOUN
american_scientific_journal-11432	153	37	21	21	NUM
american_scientific_journal-11432	153	38	input	input	NOUN
american_scientific_journal-11432	153	39	19	19	NUM
american_scientific_journal-11432	153	40	:	:	PUNCT
american_scientific_journal-11432	153	41	code	code	NOUN
american_scientific_journal-11432	153	42	for	for	ADP
american_scientific_journal-11432	153	43	prediction	prediction	NOUN
american_scientific_journal-11432	153	44	of	of	ADP
american_scientific_journal-11432	153	45	the	the	DET
american_scientific_journal-11432	153	46	tested	test	VERB
american_scientific_journal-11432	153	47	data	data	NOUN
american_scientific_journal-11432	153	48	american	american	PROPN
american_scientific_journal-11432	153	49	academic	academic	ADJ
american_scientific_journal-11432	153	50	scientific	scientific	ADJ
american_scientific_journal-11432	153	51	research	research	NOUN
american_scientific_journal-11432	153	52	journal	journal	NOUN
american_scientific_journal-11432	153	53	for	for	ADP
american_scientific_journal-11432	153	54	engineering	engineering	NOUN
american_scientific_journal-11432	153	55	,	,	PUNCT
american_scientific_journal-11432	153	56	technology	technology	NOUN
american_scientific_journal-11432	153	57	,	,	PUNCT
american_scientific_journal-11432	153	58	and	and	CCONJ
american_scientific_journal-11432	153	59	sciences	science	NOUN
american_scientific_journal-11432	153	60	(	(	PUNCT
american_scientific_journal-11432	153	61	asrjets	asrjet	NOUN
american_scientific_journal-11432	153	62	)	)	PUNCT
american_scientific_journal-11432	153	63	volume	volume	NOUN
american_scientific_journal-11432	153	64	101	101	NUM
american_scientific_journal-11432	153	65	,	,	PUNCT
american_scientific_journal-11432	153	66	no	no	DET
american_scientific_journal-11432	153	67	1	1	NUM
american_scientific_journal-11432	153	68	,	,	PUNCT
american_scientific_journal-11432	153	69	pp	pp	ADV
american_scientific_journal-11432	153	70	71	71	NUM
american_scientific_journal-11432	153	71	-	-	SYM
american_scientific_journal-11432	153	72	96	96	NUM
american_scientific_journal-11432	153	73	88	88	NUM
american_scientific_journal-11432	153	74	in	in	ADP
american_scientific_journal-11432	153	75	[	[	X
american_scientific_journal-11432	153	76	19	19	NUM
american_scientific_journal-11432	153	77	]	]	PUNCT
american_scientific_journal-11432	153	78	:	:	PUNCT
american_scientific_journal-11432	153	79	from	from	ADP
american_scientific_journal-11432	153	80	sklearn.naive_bayes	sklearn.naive_bayes	NUM
american_scientific_journal-11432	153	81	import	import	VERB
american_scientific_journal-11432	153	82	multinomialnb	multinomialnb	NOUN
american_scientific_journal-11432	153	83	nb_classifier	nb_classifier	ADV
american_scientific_journal-11432	153	84	=	=	X
american_scientific_journal-11432	153	85	multinomialnb	multinomialnb	X
american_scientific_journal-11432	153	86	(	(	PUNCT
american_scientific_journal-11432	153	87	)	)	PUNCT
american_scientific_journal-11432	153	88	nb_classifier.fit(x_test	nb_classifier.fit(x_test	PROPN
american_scientific_journal-11432	153	89	,	,	PUNCT
american_scientific_journal-11432	153	90	y_test	y_test	X
american_scientific_journal-11432	153	91	)	)	PUNCT
american_scientific_journal-11432	153	92	figure	figure	VERB
american_scientific_journal-11432	153	93	22	22	NUM
american_scientific_journal-11432	153	94	output	output	NOUN
american_scientific_journal-11432	153	95	17	17	NUM
american_scientific_journal-11432	153	96	:	:	PUNCT
american_scientific_journal-11432	153	97	nba	nba	PROPN
american_scientific_journal-11432	153	98	classifier	classifier	PROPN
american_scientific_journal-11432	153	99	initialized	initialize	VERB
american_scientific_journal-11432	153	100	out	out	ADP
american_scientific_journal-11432	153	101	[	[	X
american_scientific_journal-11432	153	102	17	17	NUM
american_scientific_journal-11432	153	103	]	]	X
american_scientific_journal-11432	153	104	:	:	PUNCT
american_scientific_journal-11432	153	105	multinomialnb	multinomialnb	ADJ
american_scientific_journal-11432	153	106	(	(	PUNCT
american_scientific_journal-11432	153	107	)	)	PUNCT
american_scientific_journal-11432	153	108	input	input	NOUN
american_scientific_journal-11432	153	109	19	19	NUM
american_scientific_journal-11432	153	110	:	:	PUNCT
american_scientific_journal-11432	153	111	code	code	NOUN
american_scientific_journal-11432	153	112	for	for	ADP
american_scientific_journal-11432	153	113	computation	computation	NOUN
american_scientific_journal-11432	153	114	of	of	ADP
american_scientific_journal-11432	153	115	the	the	DET
american_scientific_journal-11432	153	116	confusion	confusion	NOUN
american_scientific_journal-11432	153	117	matrix	matrix	NOUN
american_scientific_journal-11432	153	118	of	of	ADP
american_scientific_journal-11432	153	119	the	the	DET
american_scientific_journal-11432	153	120	tested	test	VERB
american_scientific_journal-11432	153	121	data	datum	NOUN
american_scientific_journal-11432	153	122	in	in	ADP
american_scientific_journal-11432	153	123	[	[	X
american_scientific_journal-11432	153	124	19	19	NUM
american_scientific_journal-11432	153	125	]	]	PUNCT
american_scientific_journal-11432	153	126	:	:	PUNCT
american_scientific_journal-11432	153	127	from	from	ADP
american_scientific_journal-11432	153	128	sklearn.metrics	sklearn.metric	NOUN
american_scientific_journal-11432	153	129	import	import	NOUN
american_scientific_journal-11432	153	130	classification_report	classification_report	NOUN
american_scientific_journal-11432	153	131	,	,	PUNCT
american_scientific_journal-11432	153	132	confusion_matrix	confusion_matrix	VERB
american_scientific_journal-11432	153	133	y_predict_test	y_predict_test	ADV
american_scientific_journal-11432	153	134	=	=	SYM
american_scientific_journal-11432	153	135	nb_classifier.predict(x_test	nb_classifier.predict(x_test	X
american_scientific_journal-11432	153	136	)	)	PUNCT
american_scientific_journal-11432	153	137	cm	cm	NOUN
american_scientific_journal-11432	153	138	=	=	SYM
american_scientific_journal-11432	153	139	confusion_matrix(y_test	confusion_matrix(y_test	PROPN
american_scientific_journal-11432	153	140	,	,	PUNCT
american_scientific_journal-11432	153	141	y_predict_test	y_predict_test	ADV
american_scientific_journal-11432	153	142	)	)	PUNCT
american_scientific_journal-11432	153	143	sns.heatmap(cm	sns.heatmap(cm	NOUN
american_scientific_journal-11432	153	144	,	,	PUNCT
american_scientific_journal-11432	153	145	annot	annot	ADV
american_scientific_journal-11432	153	146	=	=	ADJ
american_scientific_journal-11432	153	147	true	true	ADJ
american_scientific_journal-11432	153	148	)	)	PUNCT
american_scientific_journal-11432	153	149	figure	figure	NOUN
american_scientific_journal-11432	153	150	23	23	NUM
american_scientific_journal-11432	153	151	output	output	NOUN
american_scientific_journal-11432	153	152	18	18	NUM
american_scientific_journal-11432	153	153	:	:	PUNCT
american_scientific_journal-11432	153	154	computation	computation	NOUN
american_scientific_journal-11432	153	155	of	of	ADP
american_scientific_journal-11432	153	156	the	the	DET
american_scientific_journal-11432	153	157	confusion	confusion	NOUN
american_scientific_journal-11432	153	158	matrix	matrix	NOUN
american_scientific_journal-11432	153	159	of	of	ADP
american_scientific_journal-11432	153	160	the	the	DET
american_scientific_journal-11432	153	161	tested	test	VERB
american_scientific_journal-11432	153	162	data	datum	NOUN
american_scientific_journal-11432	153	163	out	out	ADP
american_scientific_journal-11432	153	164	[	[	X
american_scientific_journal-11432	153	165	18	18	NUM
american_scientific_journal-11432	153	166	]	]	PUNCT
american_scientific_journal-11432	153	167	:	:	PUNCT
american_scientific_journal-11432	153	168	<	<	X
american_scientific_journal-11432	153	169	axessubplot	axessubplot	X
american_scientific_journal-11432	153	170	:>	:>	X
american_scientific_journal-11432	153	171	american	american	ADJ
american_scientific_journal-11432	153	172	academic	academic	ADJ
american_scientific_journal-11432	153	173	scientific	scientific	ADJ
american_scientific_journal-11432	153	174	research	research	NOUN
american_scientific_journal-11432	153	175	journal	journal	NOUN
american_scientific_journal-11432	153	176	for	for	ADP
american_scientific_journal-11432	153	177	engineering	engineering	NOUN
american_scientific_journal-11432	153	178	,	,	PUNCT
american_scientific_journal-11432	153	179	technology	technology	NOUN
american_scientific_journal-11432	153	180	,	,	PUNCT
american_scientific_journal-11432	153	181	and	and	CCONJ
american_scientific_journal-11432	153	182	sciences	science	NOUN
american_scientific_journal-11432	153	183	(	(	PUNCT
american_scientific_journal-11432	153	184	asrjets	asrjet	NOUN
american_scientific_journal-11432	153	185	)	)	PUNCT
american_scientific_journal-11432	153	186	volume	volume	NOUN
american_scientific_journal-11432	153	187	101	101	NUM
american_scientific_journal-11432	153	188	,	,	PUNCT
american_scientific_journal-11432	153	189	no	no	DET
american_scientific_journal-11432	153	190	1	1	NUM
american_scientific_journal-11432	153	191	,	,	PUNCT
american_scientific_journal-11432	153	192	pp	pp	ADV
american_scientific_journal-11432	153	193	71	71	NUM
american_scientific_journal-11432	153	194	-	-	SYM
american_scientific_journal-11432	153	195	96	96	NUM
american_scientific_journal-11432	153	196	89	89	NUM
american_scientific_journal-11432	153	197	figure	figure	NOUN
american_scientific_journal-11432	153	198	5	5	NUM
american_scientific_journal-11432	153	199	:	:	PUNCT
american_scientific_journal-11432	153	200	confusion	confusion	NOUN
american_scientific_journal-11432	153	201	matrix	matrix	NOUN
american_scientific_journal-11432	153	202	chart	chart	NOUN
american_scientific_journal-11432	153	203	of	of	ADP
american_scientific_journal-11432	153	204	tested	test	VERB
american_scientific_journal-11432	153	205	data	datum	NOUN
american_scientific_journal-11432	153	206	by	by	ADP
american_scientific_journal-11432	153	207	nba	nba	PROPN
american_scientific_journal-11432	153	208	input	input	PROPN
american_scientific_journal-11432	153	209	20	20	NUM
american_scientific_journal-11432	153	210	:	:	PUNCT
american_scientific_journal-11432	153	211	code	code	NOUN
american_scientific_journal-11432	153	212	to	to	PART
american_scientific_journal-11432	153	213	generate	generate	VERB
american_scientific_journal-11432	153	214	the	the	DET
american_scientific_journal-11432	153	215	performance	performance	NOUN
american_scientific_journal-11432	153	216	metrics	metric	NOUN
american_scientific_journal-11432	153	217	of	of	ADP
american_scientific_journal-11432	153	218	the	the	DET
american_scientific_journal-11432	153	219	tested	test	VERB
american_scientific_journal-11432	153	220	data	datum	NOUN
american_scientific_journal-11432	153	221	in	in	ADP
american_scientific_journal-11432	153	222	[	[	X
american_scientific_journal-11432	153	223	20	20	NUM
american_scientific_journal-11432	153	224	]	]	X
american_scientific_journal-11432	153	225	:	:	PUNCT
american_scientific_journal-11432	153	226	print(classification_report(y_test	print(classification_report(y_t	ADJ
american_scientific_journal-11432	153	227	,	,	PUNCT
american_scientific_journal-11432	153	228	y_predict_test	y_predict_t	ADJ
american_scientific_journal-11432	153	229	)	)	PUNCT
american_scientific_journal-11432	153	230	)	)	PUNCT
american_scientific_journal-11432	153	231	output	output	NOUN
american_scientific_journal-11432	153	232	19	19	NUM
american_scientific_journal-11432	153	233	:	:	PUNCT
american_scientific_journal-11432	153	234	performance	performance	NOUN
american_scientific_journal-11432	153	235	metrics	metric	NOUN
american_scientific_journal-11432	153	236	of	of	ADP
american_scientific_journal-11432	153	237	the	the	DET
american_scientific_journal-11432	153	238	tested	test	VERB
american_scientific_journal-11432	153	239	data	datum	NOUN
american_scientific_journal-11432	153	240	out	out	ADP
american_scientific_journal-11432	154	1	[	[	X
american_scientific_journal-11432	154	2	19	19	NUM
american_scientific_journal-11432	154	3	]	]	NOUN
american_scientific_journal-11432	154	4	:	:	PUNCT
american_scientific_journal-11432	154	5	precision	precision	NOUN
american_scientific_journal-11432	154	6	recall	recall	NOUN
american_scientific_journal-11432	154	7	f1	f1	NOUN
american_scientific_journal-11432	154	8	-	-	PUNCT
american_scientific_journal-11432	154	9	score	score	NOUN
american_scientific_journal-11432	154	10	support	support	NOUN
american_scientific_journal-11432	154	11	0	0	NUM
american_scientific_journal-11432	154	12	0.00	0.00	NUM
american_scientific_journal-11432	154	13	0.00	0.00	NUM
american_scientific_journal-11432	154	14	0.00	0.00	NUM
american_scientific_journal-11432	154	15	111	111	NUM
american_scientific_journal-11432	154	16	1	1	NUM
american_scientific_journal-11432	154	17	0.76	0.76	NUM
american_scientific_journal-11432	154	18	1.00	1.00	NUM
american_scientific_journal-11432	154	19	0.86	0.86	NUM
american_scientific_journal-11432	154	20	353	353	NUM
american_scientific_journal-11432	154	21	accuracy	accuracy	NOUN
american_scientific_journal-11432	154	22	0.76	0.76	NUM
american_scientific_journal-11432	154	23	464	464	NUM
american_scientific_journal-11432	154	24	macro	macro	ADJ
american_scientific_journal-11432	154	25	avg	avg	NOUN
american_scientific_journal-11432	154	26	0.38	0.38	NUM
american_scientific_journal-11432	154	27	0.50	0.50	NUM
american_scientific_journal-11432	154	28	0.43	0.43	NUM
american_scientific_journal-11432	154	29	464	464	NUM
american_scientific_journal-11432	154	30	weighted	weight	VERB
american_scientific_journal-11432	154	31	avg	avg	PROPN
american_scientific_journal-11432	154	32	0.58	0.58	NUM
american_scientific_journal-11432	154	33	0.76	0.76	NUM
american_scientific_journal-11432	154	34	0.66	0.66	NUM
american_scientific_journal-11432	154	35	464	464	NUM
american_scientific_journal-11432	154	36	figure	figure	NOUN
american_scientific_journal-11432	154	37	24	24	NUM
american_scientific_journal-11432	154	38	american	american	ADJ
american_scientific_journal-11432	154	39	academic	academic	ADJ
american_scientific_journal-11432	154	40	scientific	scientific	ADJ
american_scientific_journal-11432	154	41	research	research	NOUN
american_scientific_journal-11432	154	42	journal	journal	NOUN
american_scientific_journal-11432	154	43	for	for	ADP
american_scientific_journal-11432	154	44	engineering	engineering	NOUN
american_scientific_journal-11432	154	45	,	,	PUNCT
american_scientific_journal-11432	154	46	technology	technology	NOUN
american_scientific_journal-11432	154	47	,	,	PUNCT
american_scientific_journal-11432	154	48	and	and	CCONJ
american_scientific_journal-11432	154	49	sciences	science	NOUN
american_scientific_journal-11432	154	50	(	(	PUNCT
american_scientific_journal-11432	154	51	asrjets	asrjet	NOUN
american_scientific_journal-11432	154	52	)	)	PUNCT
american_scientific_journal-11432	154	53	volume	volume	NOUN
american_scientific_journal-11432	154	54	101	101	NUM
american_scientific_journal-11432	154	55	,	,	PUNCT
american_scientific_journal-11432	154	56	no	no	DET
american_scientific_journal-11432	154	57	1	1	NUM
american_scientific_journal-11432	154	58	,	,	PUNCT
american_scientific_journal-11432	154	59	pp	pp	ADV
american_scientific_journal-11432	154	60	71	71	NUM
american_scientific_journal-11432	154	61	-	-	SYM
american_scientific_journal-11432	154	62	96	96	NUM
american_scientific_journal-11432	154	63	90	90	NUM
american_scientific_journal-11432	154	64	3.5	3.5	NUM
american_scientific_journal-11432	154	65	support	support	NOUN
american_scientific_journal-11432	154	66	vector	vector	NOUN
american_scientific_journal-11432	154	67	machine	machine	NOUN
american_scientific_journal-11432	154	68	data	datum	NOUN
american_scientific_journal-11432	154	69	simulation	simulation	NOUN
american_scientific_journal-11432	154	70	the	the	DET
american_scientific_journal-11432	154	71	svm	svm	PROPN
american_scientific_journal-11432	154	72	algorithm	algorithm	NOUN
american_scientific_journal-11432	154	73	is	be	AUX
american_scientific_journal-11432	154	74	a	a	DET
american_scientific_journal-11432	154	75	supervised	supervised	ADJ
american_scientific_journal-11432	154	76	learning	learning	NOUN
american_scientific_journal-11432	154	77	algorithm	algorithm	NOUN
american_scientific_journal-11432	154	78	used	use	VERB
american_scientific_journal-11432	154	79	for	for	ADP
american_scientific_journal-11432	154	80	outlier	outlier	ADJ
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american_scientific_journal-11432	154	82	,	,	PUNCT
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american_scientific_journal-11432	154	84	and	and	CCONJ
american_scientific_journal-11432	154	85	classification	classification	NOUN
american_scientific_journal-11432	154	86	that	that	PRON
american_scientific_journal-11432	154	87	is	be	AUX
american_scientific_journal-11432	154	88	both	both	PRON
american_scientific_journal-11432	154	89	powerful	powerful	ADJ
american_scientific_journal-11432	154	90	and	and	CCONJ
american_scientific_journal-11432	154	91	adaptable	adaptable	ADJ
american_scientific_journal-11432	154	92	.	.	PUNCT
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american_scientific_journal-11432	155	2	21	21	NUM
american_scientific_journal-11432	155	3	:	:	PUNCT
american_scientific_journal-11432	155	4	initialization	initialization	NOUN
american_scientific_journal-11432	155	5	of	of	ADP
american_scientific_journal-11432	155	6	the	the	DET
american_scientific_journal-11432	155	7	svm	svm	ADJ
american_scientific_journal-11432	155	8	algorithm	algorithm	NOUN
american_scientific_journal-11432	155	9	for	for	ADP
american_scientific_journal-11432	155	10	training	train	VERB
american_scientific_journal-11432	155	11	the	the	DET
american_scientific_journal-11432	155	12	data	datum	NOUN
american_scientific_journal-11432	155	13	in	in	ADP
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american_scientific_journal-11432	155	15	21	21	NUM
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american_scientific_journal-11432	155	17	:	:	PUNCT
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american_scientific_journal-11432	155	20	import	import	VERB
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american_scientific_journal-11432	155	25	=	=	PUNCT
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american_scientific_journal-11432	155	28	'	'	PUNCT
american_scientific_journal-11432	155	29	,	,	PUNCT
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american_scientific_journal-11432	155	32	0	0	X
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american_scientific_journal-11432	155	39	25	25	NUM
american_scientific_journal-11432	155	40	output	output	NOUN
american_scientific_journal-11432	155	41	20	20	NUM
american_scientific_journal-11432	155	42	:	:	PUNCT
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american_scientific_journal-11432	155	44	classifier	classifier	PROPN
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american_scientific_journal-11432	155	46	out	out	ADP
american_scientific_journal-11432	155	47	[	[	X
american_scientific_journal-11432	155	48	20	20	NUM
american_scientific_journal-11432	155	49	]	]	SYM
american_scientific_journal-11432	155	50	:	:	PUNCT
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american_scientific_journal-11432	155	52	'	'	CCONJ
american_scientific_journal-11432	155	53	,	,	PUNCT
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american_scientific_journal-11432	155	64	tested	test	VERB
american_scientific_journal-11432	155	65	data	datum	NOUN
american_scientific_journal-11432	155	66	,	,	PUNCT
american_scientific_journal-11432	155	67	in	in	ADP
american_scientific_journal-11432	155	68	[	[	PUNCT
american_scientific_journal-11432	155	69	22	22	NUM
american_scientific_journal-11432	155	70	]	]	X
american_scientific_journal-11432	155	71	:	:	PUNCT
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american_scientific_journal-11432	155	73	]	]	X
american_scientific_journal-11432	155	74	]	]	X
american_scientific_journal-11432	155	75	)	)	PUNCT
american_scientific_journal-11432	155	76	)	)	PUNCT
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american_scientific_journal-11432	156	2	21	21	NUM
american_scientific_journal-11432	156	3	:	:	PUNCT
american_scientific_journal-11432	156	4	prediction	prediction	NOUN
american_scientific_journal-11432	156	5	of	of	ADP
american_scientific_journal-11432	156	6	the	the	DET
american_scientific_journal-11432	156	7	tested	test	VERB
american_scientific_journal-11432	156	8	data	datum	NOUN
american_scientific_journal-11432	156	9	out	out	ADP
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american_scientific_journal-11432	156	11	21	21	NUM
american_scientific_journal-11432	156	12	]	]	PUNCT
american_scientific_journal-11432	156	13	:	:	PUNCT
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american_scientific_journal-11432	157	2	1	1	X
american_scientific_journal-11432	157	3	]	]	PUNCT
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american_scientific_journal-11432	157	5	23	23	NUM
american_scientific_journal-11432	157	6	:	:	PUNCT
american_scientific_journal-11432	157	7	code	code	NOUN
american_scientific_journal-11432	157	8	to	to	PART
american_scientific_journal-11432	157	9	generate	generate	VERB
american_scientific_journal-11432	157	10	the	the	DET
american_scientific_journal-11432	157	11	accuracy	accuracy	NOUN
american_scientific_journal-11432	157	12	score	score	NOUN
american_scientific_journal-11432	157	13	of	of	ADP
american_scientific_journal-11432	157	14	the	the	DET
american_scientific_journal-11432	157	15	tested	test	VERB
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american_scientific_journal-11432	157	21	:	:	PUNCT
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american_scientific_journal-11432	157	24	import	import	NOUN
american_scientific_journal-11432	157	25	accuracy_score	accuracy_score	PROPN
american_scientific_journal-11432	157	26	print(accuracy_score(y_test	print(accuracy_score(y_test	PROPN
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american_scientific_journal-11432	157	30	figure	figure	NOUN
american_scientific_journal-11432	157	31	26	26	NUM
american_scientific_journal-11432	157	32	american	american	ADJ
american_scientific_journal-11432	157	33	academic	academic	ADJ
american_scientific_journal-11432	157	34	scientific	scientific	ADJ
american_scientific_journal-11432	157	35	research	research	NOUN
american_scientific_journal-11432	157	36	journal	journal	NOUN
american_scientific_journal-11432	157	37	for	for	ADP
american_scientific_journal-11432	157	38	engineering	engineering	NOUN
american_scientific_journal-11432	157	39	,	,	PUNCT
american_scientific_journal-11432	157	40	technology	technology	NOUN
american_scientific_journal-11432	157	41	,	,	PUNCT
american_scientific_journal-11432	157	42	and	and	CCONJ
american_scientific_journal-11432	157	43	sciences	science	NOUN
american_scientific_journal-11432	157	44	(	(	PUNCT
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american_scientific_journal-11432	157	46	)	)	PUNCT
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american_scientific_journal-11432	157	48	101	101	NUM
american_scientific_journal-11432	157	49	,	,	PUNCT
american_scientific_journal-11432	157	50	no	no	DET
american_scientific_journal-11432	157	51	1	1	NUM
american_scientific_journal-11432	157	52	,	,	PUNCT
american_scientific_journal-11432	157	53	pp	pp	ADV
american_scientific_journal-11432	157	54	71	71	NUM
american_scientific_journal-11432	157	55	-	-	SYM
american_scientific_journal-11432	157	56	96	96	NUM
american_scientific_journal-11432	157	57	91	91	NUM
american_scientific_journal-11432	157	58	output	output	NOUN
american_scientific_journal-11432	157	59	22	22	NUM
american_scientific_journal-11432	157	60	:	:	PUNCT
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american_scientific_journal-11432	157	62	score	score	NOUN
american_scientific_journal-11432	157	63	of	of	ADP
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american_scientific_journal-11432	157	65	tested	test	VERB
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american_scientific_journal-11432	157	67	out	out	ADP
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american_scientific_journal-11432	157	71	:	:	PUNCT
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american_scientific_journal-11432	157	75	:	:	PUNCT
american_scientific_journal-11432	157	76	code	code	NOUN
american_scientific_journal-11432	157	77	to	to	PART
american_scientific_journal-11432	157	78	generate	generate	VERB
american_scientific_journal-11432	157	79	the	the	DET
american_scientific_journal-11432	157	80	accuracy	accuracy	NOUN
american_scientific_journal-11432	157	81	score	score	NOUN
american_scientific_journal-11432	157	82	of	of	ADP
american_scientific_journal-11432	157	83	the	the	DET
american_scientific_journal-11432	157	84	trained	train	VERB
american_scientific_journal-11432	157	85	data	datum	NOUN
american_scientific_journal-11432	157	86	in	in	ADP
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american_scientific_journal-11432	157	88	24	24	NUM
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american_scientific_journal-11432	157	90	:	:	PUNCT
american_scientific_journal-11432	157	91	from	from	ADP
american_scientific_journal-11432	157	92	sklearn.metrics	sklearn.metric	NOUN
american_scientific_journal-11432	157	93	import	import	NOUN
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american_scientific_journal-11432	157	95	,	,	PUNCT
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american_scientific_journal-11432	157	100	,	,	PUNCT
american_scientific_journal-11432	157	101	y_predict_train	y_predict_train	NOUN
american_scientific_journal-11432	157	102	)	)	PUNCT
american_scientific_journal-11432	157	103	print(cm	print(cm	NOUN
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american_scientific_journal-11432	157	105	accuracy_score(y_train	accuracy_score(y_train	PROPN
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american_scientific_journal-11432	157	112	:	:	PUNCT
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american_scientific_journal-11432	159	90	[	[	X
american_scientific_journal-11432	159	91	26	26	NUM
american_scientific_journal-11432	159	92	]	]	X
american_scientific_journal-11432	159	93	:	:	PUNCT
american_scientific_journal-11432	159	94	print(classifier.predict([[0.95,0.560,0.960	print(classifier.predict([[0.95,0.560,0.960	ADP
american_scientific_journal-11432	159	95	]	]	X
american_scientific_journal-11432	159	96	]	]	X
american_scientific_journal-11432	159	97	)	)	PUNCT
american_scientific_journal-11432	159	98	)	)	PUNCT
american_scientific_journal-11432	160	1	output	output	NOUN
american_scientific_journal-11432	160	2	25	25	NUM
american_scientific_journal-11432	160	3	:	:	PUNCT
american_scientific_journal-11432	160	4	prediction	prediction	NOUN
american_scientific_journal-11432	160	5	of	of	ADP
american_scientific_journal-11432	160	6	the	the	DET
american_scientific_journal-11432	160	7	tested	test	VERB
american_scientific_journal-11432	160	8	data	datum	NOUN
american_scientific_journal-11432	160	9	out	out	ADP
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american_scientific_journal-11432	161	2	25	25	NUM
american_scientific_journal-11432	161	3	]	]	PUNCT
american_scientific_journal-11432	161	4	:	:	PUNCT
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american_scientific_journal-11432	162	2	1	1	X
american_scientific_journal-11432	162	3	]	]	PUNCT
american_scientific_journal-11432	162	4	input	input	NOUN
american_scientific_journal-11432	162	5	27	27	NUM
american_scientific_journal-11432	162	6	:	:	PUNCT
american_scientific_journal-11432	162	7	code	code	NOUN
american_scientific_journal-11432	162	8	to	to	PART
american_scientific_journal-11432	162	9	generate	generate	VERB
american_scientific_journal-11432	162	10	the	the	DET
american_scientific_journal-11432	162	11	accuracy	accuracy	NOUN
american_scientific_journal-11432	162	12	score	score	NOUN
american_scientific_journal-11432	162	13	of	of	ADP
american_scientific_journal-11432	162	14	the	the	DET
american_scientific_journal-11432	162	15	tested	test	VERB
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american_scientific_journal-11432	162	25	accuracy_score	accuracy_score	PROPN
american_scientific_journal-11432	162	26	print(accuracy_score(y_test	print(accuracy_score(y_test	PROPN
american_scientific_journal-11432	162	27	,	,	PUNCT
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american_scientific_journal-11432	162	30	figure	figure	VERB
american_scientific_journal-11432	162	31	30	30	NUM
american_scientific_journal-11432	162	32	output	output	NOUN
american_scientific_journal-11432	162	33	26	26	NUM
american_scientific_journal-11432	162	34	:	:	PUNCT
american_scientific_journal-11432	162	35	accuracy	accuracy	NOUN
american_scientific_journal-11432	162	36	test	test	NOUN
american_scientific_journal-11432	162	37	of	of	ADP
american_scientific_journal-11432	162	38	the	the	DET
american_scientific_journal-11432	162	39	tested	test	VERB
american_scientific_journal-11432	162	40	data	datum	NOUN
american_scientific_journal-11432	162	41	out	out	ADP
american_scientific_journal-11432	163	1	[	[	X
american_scientific_journal-11432	163	2	26	26	NUM
american_scientific_journal-11432	163	3	]	]	X
american_scientific_journal-11432	163	4	:	:	PUNCT
american_scientific_journal-11432	163	5	76.07758620689656	76.07758620689656	NUM
american_scientific_journal-11432	163	6	input	input	NOUN
american_scientific_journal-11432	163	7	28	28	NUM
american_scientific_journal-11432	163	8	:	:	PUNCT
american_scientific_journal-11432	163	9	code	code	NOUN
american_scientific_journal-11432	163	10	to	to	PART
american_scientific_journal-11432	163	11	generate	generate	VERB
american_scientific_journal-11432	163	12	the	the	DET
american_scientific_journal-11432	163	13	accuracy	accuracy	NOUN
american_scientific_journal-11432	163	14	score	score	NOUN
american_scientific_journal-11432	163	15	of	of	ADP
american_scientific_journal-11432	163	16	the	the	DET
american_scientific_journal-11432	163	17	tested	test	VERB
american_scientific_journal-11432	163	18	data	datum	NOUN
american_scientific_journal-11432	163	19	in	in	ADP
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american_scientific_journal-11432	163	21	28	28	NUM
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american_scientific_journal-11432	163	23	:	:	PUNCT
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american_scientific_journal-11432	163	26	scientific	scientific	ADJ
american_scientific_journal-11432	163	27	research	research	NOUN
american_scientific_journal-11432	163	28	journal	journal	NOUN
american_scientific_journal-11432	163	29	for	for	ADP
american_scientific_journal-11432	163	30	engineering	engineering	NOUN
american_scientific_journal-11432	163	31	,	,	PUNCT
american_scientific_journal-11432	163	32	technology	technology	NOUN
american_scientific_journal-11432	163	33	,	,	PUNCT
american_scientific_journal-11432	163	34	and	and	CCONJ
american_scientific_journal-11432	163	35	sciences	science	NOUN
american_scientific_journal-11432	163	36	(	(	PUNCT
american_scientific_journal-11432	163	37	asrjets	asrjet	NOUN
american_scientific_journal-11432	163	38	)	)	PUNCT
american_scientific_journal-11432	163	39	volume	volume	NOUN
american_scientific_journal-11432	163	40	101	101	NUM
american_scientific_journal-11432	163	41	,	,	PUNCT
american_scientific_journal-11432	163	42	no	no	DET
american_scientific_journal-11432	163	43	1	1	NUM
american_scientific_journal-11432	163	44	,	,	PUNCT
american_scientific_journal-11432	163	45	pp	pp	ADV
american_scientific_journal-11432	163	46	71	71	NUM
american_scientific_journal-11432	163	47	-	-	SYM
american_scientific_journal-11432	163	48	96	96	NUM
american_scientific_journal-11432	163	49	93	93	NUM
american_scientific_journal-11432	163	50	from	from	ADP
american_scientific_journal-11432	163	51	sklearn.metrics	sklearn.metric	NOUN
american_scientific_journal-11432	163	52	import	import	NOUN
american_scientific_journal-11432	163	53	confusion_matrix	confusion_matrix	PROPN
american_scientific_journal-11432	163	54	,	,	PUNCT
american_scientific_journal-11432	163	55	accuracy_score	accuracy_score	PROPN
american_scientific_journal-11432	163	56	cm	cm	NOUN
american_scientific_journal-11432	163	57	=	=	SYM
american_scientific_journal-11432	163	58	confusion_matrix(y_train	confusion_matrix(y_train	PROPN
american_scientific_journal-11432	163	59	,	,	PUNCT
american_scientific_journal-11432	163	60	y_predict_train	y_predict_train	NOUN
american_scientific_journal-11432	163	61	)	)	PUNCT
american_scientific_journal-11432	163	62	print(cm	print(cm	NOUN
american_scientific_journal-11432	163	63	)	)	PUNCT
american_scientific_journal-11432	163	64	accuracy_score(y_train	accuracy_score(y_train	PROPN
american_scientific_journal-11432	163	65	,	,	PUNCT
american_scientific_journal-11432	163	66	y_predict_train)*100	y_predict_train)*100	PROPN
american_scientific_journal-11432	163	67	figure	figure	VERB
american_scientific_journal-11432	163	68	31	31	NUM
american_scientific_journal-11432	163	69	output	output	NOUN
american_scientific_journal-11432	163	70	27	27	NUM
american_scientific_journal-11432	163	71	:	:	PUNCT
american_scientific_journal-11432	163	72	accuracy	accuracy	NOUN
american_scientific_journal-11432	163	73	test	test	NOUN
american_scientific_journal-11432	163	74	of	of	ADP
american_scientific_journal-11432	163	75	the	the	DET
american_scientific_journal-11432	163	76	trained	train	VERB
american_scientific_journal-11432	163	77	data	datum	NOUN
american_scientific_journal-11432	163	78	out	out	ADP
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american_scientific_journal-11432	163	82	:	:	PUNCT
american_scientific_journal-11432	164	1	[	[	X
american_scientific_journal-11432	164	2	[	[	PUNCT
american_scientific_journal-11432	164	3	0	0	NUM
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american_scientific_journal-11432	164	6	[	[	PUNCT
american_scientific_journal-11432	164	7	0	0	NUM
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american_scientific_journal-11432	164	11	73.24074074074073	73.24074074074073	NUM
american_scientific_journal-11432	164	12	figure	figure	VERB
american_scientific_journal-11432	164	13	32	32	NUM
american_scientific_journal-11432	164	14	3.7	3.7	NUM
american_scientific_journal-11432	164	15	retest	retest	NOUN
american_scientific_journal-11432	164	16	of	of	ADP
american_scientific_journal-11432	164	17	random	random	ADJ
american_scientific_journal-11432	164	18	forest	forest	NOUN
american_scientific_journal-11432	164	19	modeled	model	VERB
american_scientific_journal-11432	164	20	machine	machine	NOUN
american_scientific_journal-11432	164	21	the	the	DET
american_scientific_journal-11432	164	22	rfa	rfa	NOUN
american_scientific_journal-11432	164	23	is	be	AUX
american_scientific_journal-11432	164	24	once	once	ADV
american_scientific_journal-11432	164	25	again	again	ADV
american_scientific_journal-11432	164	26	used	use	VERB
american_scientific_journal-11432	164	27	for	for	ADP
american_scientific_journal-11432	164	28	retesting	reteste	VERB
american_scientific_journal-11432	164	29	the	the	DET
american_scientific_journal-11432	164	30	trained	train	VERB
american_scientific_journal-11432	164	31	data	datum	NOUN
american_scientific_journal-11432	164	32	.	.	PUNCT
american_scientific_journal-11432	165	1	below	below	ADV
american_scientific_journal-11432	165	2	is	be	AUX
american_scientific_journal-11432	165	3	the	the	DET
american_scientific_journal-11432	165	4	successful	successful	ADJ
american_scientific_journal-11432	165	5	operation	operation	NOUN
american_scientific_journal-11432	165	6	of	of	ADP
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american_scientific_journal-11432	165	8	random	random	ADJ
american_scientific_journal-11432	165	9	forest	forest	NOUN
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american_scientific_journal-11432	165	20	.	.	PUNCT
american_scientific_journal-11432	166	1	input	input	NOUN
american_scientific_journal-11432	166	2	29	29	NUM
american_scientific_journal-11432	166	3	:	:	PUNCT
american_scientific_journal-11432	166	4	code	code	NOUN
american_scientific_journal-11432	166	5	to	to	PART
american_scientific_journal-11432	166	6	predict	predict	VERB
american_scientific_journal-11432	166	7	the	the	DET
american_scientific_journal-11432	166	8	effect	effect	NOUN
american_scientific_journal-11432	166	9	of	of	ADP
american_scientific_journal-11432	166	10	the	the	DET
american_scientific_journal-11432	166	11	natural	natural	ADJ
american_scientific_journal-11432	166	12	background	background	NOUN
american_scientific_journal-11432	166	13	radiation	radiation	NOUN
american_scientific_journal-11432	166	14	in	in	ADP
american_scientific_journal-11432	166	15	[	[	X
american_scientific_journal-11432	166	16	29	29	NUM
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american_scientific_journal-11432	166	18	:	:	PUNCT
american_scientific_journal-11432	166	19	y_newpredict	y_newpredict	PROPN
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american_scientific_journal-11432	166	21	rfc.predict([[0.95,0.560,0.960	rfc.predict([[0.95,0.560,0.960	X
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american_scientific_journal-11432	166	23	]	]	PUNCT
american_scientific_journal-11432	166	24	)	)	PUNCT
american_scientific_journal-11432	167	1	y_newpredict	y_newpredict	PROPN
american_scientific_journal-11432	167	2	figure	figure	VERB
american_scientific_journal-11432	167	3	33	33	NUM
american_scientific_journal-11432	167	4	output	output	NOUN
american_scientific_journal-11432	167	5	28	28	NUM
american_scientific_journal-11432	167	6	:	:	PUNCT
american_scientific_journal-11432	167	7	prediction	prediction	NOUN
american_scientific_journal-11432	167	8	of	of	ADP
american_scientific_journal-11432	167	9	the	the	DET
american_scientific_journal-11432	167	10	effect	effect	NOUN
american_scientific_journal-11432	167	11	of	of	ADP
american_scientific_journal-11432	167	12	the	the	DET
american_scientific_journal-11432	167	13	natural	natural	ADJ
american_scientific_journal-11432	167	14	background	background	NOUN
american_scientific_journal-11432	167	15	radiation	radiation	NOUN
american_scientific_journal-11432	167	16	out	out	ADP
american_scientific_journal-11432	168	1	[	[	X
american_scientific_journal-11432	168	2	28	28	NUM
american_scientific_journal-11432	168	3	]	]	X
american_scientific_journal-11432	168	4	:	:	PUNCT
american_scientific_journal-11432	168	5	array([1	array([1	ADP
american_scientific_journal-11432	168	6	]	]	PUNCT
american_scientific_journal-11432	168	7	,	,	PUNCT
american_scientific_journal-11432	168	8	dtype	dtype	PROPN
american_scientific_journal-11432	168	9	=	=	SYM
american_scientific_journal-11432	168	10	int64	int64	PROPN
american_scientific_journal-11432	168	11	)	)	PUNCT
american_scientific_journal-11432	168	12	input	input	NOUN
american_scientific_journal-11432	168	13	30	30	NUM
american_scientific_journal-11432	168	14	:	:	PUNCT
american_scientific_journal-11432	168	15	code	code	NOUN
american_scientific_journal-11432	168	16	to	to	PART
american_scientific_journal-11432	168	17	predict	predict	VERB
american_scientific_journal-11432	168	18	the	the	DET
american_scientific_journal-11432	168	19	effect	effect	NOUN
american_scientific_journal-11432	168	20	of	of	ADP
american_scientific_journal-11432	168	21	the	the	DET
american_scientific_journal-11432	168	22	natural	natural	ADJ
american_scientific_journal-11432	168	23	background	background	NOUN
american_scientific_journal-11432	168	24	radiation	radiation	NOUN
american_scientific_journal-11432	168	25	american	american	PROPN
american_scientific_journal-11432	168	26	academic	academic	PROPN
american_scientific_journal-11432	168	27	scientific	scientific	ADJ
american_scientific_journal-11432	168	28	research	research	NOUN
american_scientific_journal-11432	168	29	journal	journal	NOUN
american_scientific_journal-11432	168	30	for	for	ADP
american_scientific_journal-11432	168	31	engineering	engineering	NOUN
american_scientific_journal-11432	168	32	,	,	PUNCT
american_scientific_journal-11432	168	33	technology	technology	NOUN
american_scientific_journal-11432	168	34	,	,	PUNCT
american_scientific_journal-11432	168	35	and	and	CCONJ
american_scientific_journal-11432	168	36	sciences	science	NOUN
american_scientific_journal-11432	168	37	(	(	PUNCT
american_scientific_journal-11432	168	38	asrjets	asrjet	NOUN
american_scientific_journal-11432	168	39	)	)	PUNCT
american_scientific_journal-11432	168	40	volume	volume	NOUN
american_scientific_journal-11432	168	41	101	101	NUM
american_scientific_journal-11432	168	42	,	,	PUNCT
american_scientific_journal-11432	168	43	no	no	DET
american_scientific_journal-11432	168	44	1	1	NUM
american_scientific_journal-11432	168	45	,	,	PUNCT
american_scientific_journal-11432	168	46	pp	pp	ADV
american_scientific_journal-11432	168	47	71	71	NUM
american_scientific_journal-11432	168	48	-	-	SYM
american_scientific_journal-11432	168	49	96	96	NUM
american_scientific_journal-11432	168	50	94	94	NUM
american_scientific_journal-11432	168	51	in	in	ADP
american_scientific_journal-11432	168	52	[	[	X
american_scientific_journal-11432	168	53	30	30	NUM
american_scientific_journal-11432	168	54	]	]	X
american_scientific_journal-11432	168	55	:	:	PUNCT
american_scientific_journal-11432	168	56	y_newpredict	y_newpredict	PROPN
american_scientific_journal-11432	168	57	=	=	SYM
american_scientific_journal-11432	168	58	rfc.predict([[0.02,0.001,0.178	rfc.predict([[0.02,0.001,0.178	PROPN
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american_scientific_journal-11432	168	60	]	]	PUNCT
american_scientific_journal-11432	168	61	)	)	PUNCT
american_scientific_journal-11432	169	1	y_newpredict	y_newpredict	PROPN
american_scientific_journal-11432	169	2	figure	figure	VERB
american_scientific_journal-11432	169	3	34	34	NUM
american_scientific_journal-11432	169	4	output	output	NOUN
american_scientific_journal-11432	169	5	29	29	NUM
american_scientific_journal-11432	169	6	:	:	PUNCT
american_scientific_journal-11432	169	7	prediction	prediction	NOUN
american_scientific_journal-11432	169	8	of	of	ADP
american_scientific_journal-11432	169	9	the	the	DET
american_scientific_journal-11432	169	10	effect	effect	NOUN
american_scientific_journal-11432	169	11	of	of	ADP
american_scientific_journal-11432	169	12	the	the	DET
american_scientific_journal-11432	169	13	natural	natural	ADJ
american_scientific_journal-11432	169	14	background	background	NOUN
american_scientific_journal-11432	169	15	radiation	radiation	NOUN
american_scientific_journal-11432	169	16	out	out	ADP
american_scientific_journal-11432	170	1	[	[	X
american_scientific_journal-11432	170	2	29	29	NUM
american_scientific_journal-11432	170	3	]	]	SYM
american_scientific_journal-11432	170	4	:	:	PUNCT
american_scientific_journal-11432	170	5	array([0	array([0	NOUN
american_scientific_journal-11432	170	6	]	]	PUNCT
american_scientific_journal-11432	170	7	,	,	PUNCT
american_scientific_journal-11432	170	8	dtype	dtype	PROPN
american_scientific_journal-11432	170	9	=	=	SYM
american_scientific_journal-11432	170	10	int64	int64	PROPN
american_scientific_journal-11432	170	11	)	)	PUNCT
american_scientific_journal-11432	170	12	4	4	NUM
american_scientific_journal-11432	170	13	.	.	X
american_scientific_journal-11432	170	14	discussion	discussion	NOUN
american_scientific_journal-11432	170	15	the	the	DET
american_scientific_journal-11432	170	16	findings	finding	NOUN
american_scientific_journal-11432	170	17	from	from	ADP
american_scientific_journal-11432	170	18	this	this	DET
american_scientific_journal-11432	170	19	study	study	NOUN
american_scientific_journal-11432	170	20	using	use	VERB
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american_scientific_journal-11432	170	22	machine	machine	NOUN
american_scientific_journal-11432	170	23	learning	learn	VERB
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american_scientific_journal-11432	170	25	for	for	ADP
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american_scientific_journal-11432	170	27	and	and	CCONJ
american_scientific_journal-11432	170	28	simulating	simulate	VERB
american_scientific_journal-11432	170	29	background	background	NOUN
american_scientific_journal-11432	170	30	radiation	radiation	NOUN
american_scientific_journal-11432	170	31	datasets	dataset	NOUN
american_scientific_journal-11432	170	32	had	have	AUX
american_scientific_journal-11432	170	33	made	make	VERB
american_scientific_journal-11432	170	34	contributions	contribution	NOUN
american_scientific_journal-11432	170	35	as	as	ADP
american_scientific_journal-11432	170	36	part	part	NOUN
american_scientific_journal-11432	170	37	of	of	ADP
american_scientific_journal-11432	170	38	the	the	DET
american_scientific_journal-11432	170	39	widespread	widespread	ADJ
american_scientific_journal-11432	170	40	application	application	NOUN
american_scientific_journal-11432	170	41	of	of	ADP
american_scientific_journal-11432	170	42	artificial	artificial	ADJ
american_scientific_journal-11432	170	43	intelligence	intelligence	NOUN
american_scientific_journal-11432	170	44	and	and	CCONJ
american_scientific_journal-11432	170	45	machine	machine	NOUN
american_scientific_journal-11432	170	46	learning	learning	NOUN
american_scientific_journal-11432	170	47	in	in	ADP
american_scientific_journal-11432	170	48	the	the	DET
american_scientific_journal-11432	170	49	contemporary	contemporary	ADJ
american_scientific_journal-11432	170	50	world	world	NOUN
american_scientific_journal-11432	170	51	.	.	PUNCT
american_scientific_journal-11432	171	1	using	use	VERB
american_scientific_journal-11432	171	2	different	different	ADJ
american_scientific_journal-11432	171	3	machine	machine	NOUN
american_scientific_journal-11432	171	4	algorithms	algorithm	NOUN
american_scientific_journal-11432	171	5	which	which	PRON
american_scientific_journal-11432	171	6	were	be	AUX
american_scientific_journal-11432	171	7	random	random	ADJ
american_scientific_journal-11432	171	8	forest	forest	NOUN
american_scientific_journal-11432	171	9	(	(	PUNCT
american_scientific_journal-11432	171	10	rf	rf	NOUN
american_scientific_journal-11432	171	11	)	)	PUNCT
american_scientific_journal-11432	171	12	,	,	PUNCT
american_scientific_journal-11432	171	13	navier	navier	NOUN
american_scientific_journal-11432	171	14	-	-	PUNCT
american_scientific_journal-11432	171	15	bayes	bayes	PROPN
american_scientific_journal-11432	171	16	(	(	PUNCT
american_scientific_journal-11432	171	17	nb	nb	PROPN
american_scientific_journal-11432	171	18	)	)	PUNCT
american_scientific_journal-11432	171	19	,	,	PUNCT
american_scientific_journal-11432	171	20	support	support	NOUN
american_scientific_journal-11432	171	21	vector	vector	NOUN
american_scientific_journal-11432	171	22	machine	machine	NOUN
american_scientific_journal-11432	171	23	(	(	PUNCT
american_scientific_journal-11432	171	24	svm	svm	PROPN
american_scientific_journal-11432	171	25	)	)	PUNCT
american_scientific_journal-11432	171	26	and	and	CCONJ
american_scientific_journal-11432	171	27	kernel	kernel	PROPN
american_scientific_journal-11432	171	28	svm	svm	PROPN
american_scientific_journal-11432	171	29	(	(	PUNCT
american_scientific_journal-11432	171	30	ksvm	ksvm	PROPN
american_scientific_journal-11432	171	31	)	)	PUNCT
american_scientific_journal-11432	171	32	,	,	PUNCT
american_scientific_journal-11432	171	33	the	the	DET
american_scientific_journal-11432	171	34	classification	classification	NOUN
american_scientific_journal-11432	171	35	of	of	ADP
american_scientific_journal-11432	171	36	the	the	DET
american_scientific_journal-11432	171	37	natural	natural	ADJ
american_scientific_journal-11432	171	38	background	background	NOUN
american_scientific_journal-11432	171	39	radiation	radiation	NOUN
american_scientific_journal-11432	171	40	dataset	dataset	NOUN
american_scientific_journal-11432	171	41	was	be	AUX
american_scientific_journal-11432	171	42	achieved	achieve	VERB
american_scientific_journal-11432	171	43	and	and	CCONJ
american_scientific_journal-11432	171	44	established	establish	VERB
american_scientific_journal-11432	171	45	at	at	ADP
american_scientific_journal-11432	171	46	various	various	ADJ
american_scientific_journal-11432	171	47	accuracies	accuracy	NOUN
american_scientific_journal-11432	171	48	.	.	PUNCT
american_scientific_journal-11432	172	1	each	each	DET
american_scientific_journal-11432	172	2	machine	machine	NOUN
american_scientific_journal-11432	172	3	could	could	AUX
american_scientific_journal-11432	172	4	identify	identify	VERB
american_scientific_journal-11432	172	5	and	and	CCONJ
american_scientific_journal-11432	172	6	classify	classify	VERB
american_scientific_journal-11432	172	7	whether	whether	SCONJ
american_scientific_journal-11432	172	8	alpha	alpha	NOUN
american_scientific_journal-11432	172	9	,	,	PUNCT
american_scientific_journal-11432	172	10	beta	beta	NOUN
american_scientific_journal-11432	172	11	or	or	CCONJ
american_scientific_journal-11432	172	12	gamma	gamma	NOUN
american_scientific_journal-11432	172	13	radiation	radiation	NOUN
american_scientific_journal-11432	172	14	was	be	AUX
american_scientific_journal-11432	172	15	harmful	harmful	ADJ
american_scientific_journal-11432	172	16	or	or	CCONJ
american_scientific_journal-11432	172	17	not	not	PART
american_scientific_journal-11432	172	18	.	.	PUNCT
american_scientific_journal-11432	173	1	rf	rf	PRON
american_scientific_journal-11432	173	2	had	have	VERB
american_scientific_journal-11432	173	3	the	the	DET
american_scientific_journal-11432	173	4	best	good	ADJ
american_scientific_journal-11432	173	5	accuracy	accuracy	NOUN
american_scientific_journal-11432	173	6	so	so	ADV
american_scientific_journal-11432	173	7	far	far	ADV
american_scientific_journal-11432	173	8	.	.	PUNCT
american_scientific_journal-11432	174	1	the	the	DET
american_scientific_journal-11432	174	2	training	training	NOUN
american_scientific_journal-11432	174	3	accuracy	accuracy	NOUN
american_scientific_journal-11432	174	4	of	of	ADP
american_scientific_journal-11432	174	5	the	the	DET
american_scientific_journal-11432	174	6	random	random	ADJ
american_scientific_journal-11432	174	7	forest	forest	NOUN
american_scientific_journal-11432	174	8	was	be	AUX
american_scientific_journal-11432	174	9	100	100	NUM
american_scientific_journal-11432	174	10	%	%	NOUN
american_scientific_journal-11432	174	11	,	,	PUNCT
american_scientific_journal-11432	174	12	while	while	SCONJ
american_scientific_journal-11432	174	13	nba	nba	PROPN
american_scientific_journal-11432	174	14	was	be	AUX
american_scientific_journal-11432	174	15	just	just	ADV
american_scientific_journal-11432	174	16	67	67	NUM
american_scientific_journal-11432	174	17	%	%	NOUN
american_scientific_journal-11432	174	18	,	,	PUNCT
american_scientific_journal-11432	174	19	svm	svm	PROPN
american_scientific_journal-11432	174	20	was	be	AUX
american_scientific_journal-11432	174	21	68	68	NUM
american_scientific_journal-11432	174	22	%	%	NOUN
american_scientific_journal-11432	174	23	,	,	PUNCT
american_scientific_journal-11432	174	24	and	and	CCONJ
american_scientific_journal-11432	174	25	ksvm	ksvm	NOUN
american_scientific_journal-11432	174	26	was	be	AUX
american_scientific_journal-11432	174	27	also	also	ADV
american_scientific_journal-11432	174	28	68	68	NUM
american_scientific_journal-11432	174	29	%	%	NOUN
american_scientific_journal-11432	174	30	.	.	PUNCT
american_scientific_journal-11432	175	1	the	the	DET
american_scientific_journal-11432	175	2	testing	testing	NOUN
american_scientific_journal-11432	175	3	accuracies	accuracy	NOUN
american_scientific_journal-11432	175	4	for	for	ADP
american_scientific_journal-11432	175	5	the	the	DET
american_scientific_journal-11432	175	6	machine	machine	NOUN
american_scientific_journal-11432	175	7	learning	learn	VERB
american_scientific_journal-11432	175	8	algorithms	algorithm	NOUN
american_scientific_journal-11432	175	9	were	be	AUX
american_scientific_journal-11432	175	10	;	;	PUNCT
american_scientific_journal-11432	175	11	rf	rf	NUM
american_scientific_journal-11432	175	12	96	96	NUM
american_scientific_journal-11432	175	13	%	%	NOUN
american_scientific_journal-11432	175	14	,	,	PUNCT
american_scientific_journal-11432	175	15	nb	nb	PROPN
american_scientific_journal-11432	175	16	68	68	NUM
american_scientific_journal-11432	175	17	%	%	NOUN
american_scientific_journal-11432	175	18	,	,	PUNCT
american_scientific_journal-11432	175	19	svm	svm	ADJ
american_scientific_journal-11432	175	20	67	67	NUM
american_scientific_journal-11432	175	21	%	%	NOUN
american_scientific_journal-11432	175	22	and	and	CCONJ
american_scientific_journal-11432	175	23	ksvm	ksvm	NOUN
american_scientific_journal-11432	175	24	67	67	NUM
american_scientific_journal-11432	175	25	%	%	NOUN
american_scientific_journal-11432	175	26	also	also	ADV
american_scientific_journal-11432	175	27	.	.	PUNCT
american_scientific_journal-11432	176	1	the	the	DET
american_scientific_journal-11432	176	2	accuracies	accuracy	NOUN
american_scientific_journal-11432	176	3	were	be	AUX
american_scientific_journal-11432	176	4	based	base	VERB
american_scientific_journal-11432	176	5	on	on	ADP
american_scientific_journal-11432	176	6	the	the	DET
american_scientific_journal-11432	176	7	algorithm	algorithm	NOUN
american_scientific_journal-11432	176	8	's	's	PART
american_scientific_journal-11432	176	9	other	other	ADJ
american_scientific_journal-11432	176	10	factors	factor	NOUN
american_scientific_journal-11432	176	11	namely	namely	ADV
american_scientific_journal-11432	176	12	“	"	PUNCT
american_scientific_journal-11432	176	13	recall	recall	NOUN
american_scientific_journal-11432	176	14	”	"	PUNCT
american_scientific_journal-11432	176	15	,	,	PUNCT
american_scientific_journal-11432	176	16	“	"	PUNCT
american_scientific_journal-11432	176	17	precision	precision	NOUN
american_scientific_journal-11432	176	18	”	"	PUNCT
american_scientific_journal-11432	176	19	and	and	CCONJ
american_scientific_journal-11432	176	20	“	"	PUNCT
american_scientific_journal-11432	176	21	f1	f1	ADJ
american_scientific_journal-11432	176	22	score	score	NOUN
american_scientific_journal-11432	176	23	”	"	PUNCT
american_scientific_journal-11432	176	24	.	.	PUNCT
american_scientific_journal-11432	177	1	the	the	DET
american_scientific_journal-11432	177	2	random	random	ADJ
american_scientific_journal-11432	177	3	forest	forest	NOUN
american_scientific_journal-11432	177	4	machine	machine	NOUN
american_scientific_journal-11432	177	5	algorithm	algorithm	NOUN
american_scientific_journal-11432	177	6	had	have	VERB
american_scientific_journal-11432	177	7	the	the	DET
american_scientific_journal-11432	177	8	best	good	ADJ
american_scientific_journal-11432	177	9	and	and	CCONJ
american_scientific_journal-11432	177	10	most	most	ADV
american_scientific_journal-11432	177	11	efficient	efficient	ADJ
american_scientific_journal-11432	177	12	result	result	NOUN
american_scientific_journal-11432	177	13	.	.	PUNCT
american_scientific_journal-11432	178	1	according	accord	VERB
american_scientific_journal-11432	178	2	to	to	ADP
american_scientific_journal-11432	178	3	rigatti	rigatti	PROPN
american_scientific_journal-11432	178	4	,	,	PUNCT
american_scientific_journal-11432	178	5	the	the	DET
american_scientific_journal-11432	178	6	random	random	ADJ
american_scientific_journal-11432	178	7	forest	forest	NOUN
american_scientific_journal-11432	178	8	algorithm	algorithm	NOUN
american_scientific_journal-11432	178	9	can	can	AUX
american_scientific_journal-11432	178	10	identify	identify	VERB
american_scientific_journal-11432	178	11	,	,	PUNCT
american_scientific_journal-11432	178	12	classify	classify	VERB
american_scientific_journal-11432	178	13	and	and	CCONJ
american_scientific_journal-11432	178	14	predict	predict	VERB
american_scientific_journal-11432	178	15	[	[	X
american_scientific_journal-11432	178	16	14	14	NUM
american_scientific_journal-11432	178	17	]	]	PUNCT
american_scientific_journal-11432	178	18	.	.	PUNCT
american_scientific_journal-11432	179	1	the	the	DET
american_scientific_journal-11432	179	2	machine	machine	NOUN
american_scientific_journal-11432	179	3	can	can	AUX
american_scientific_journal-11432	179	4	visualize	visualize	VERB
american_scientific_journal-11432	179	5	and	and	CCONJ
american_scientific_journal-11432	179	6	measure	measure	VERB
american_scientific_journal-11432	179	7	the	the	DET
american_scientific_journal-11432	179	8	trend	trend	NOUN
american_scientific_journal-11432	179	9	of	of	ADP
american_scientific_journal-11432	179	10	harmfulness	harmfulness	NOUN
american_scientific_journal-11432	179	11	and	and	CCONJ
american_scientific_journal-11432	179	12	harmlessness	harmlessness	NOUN
american_scientific_journal-11432	179	13	of	of	ADP
american_scientific_journal-11432	179	14	the	the	DET
american_scientific_journal-11432	179	15	background	background	NOUN
american_scientific_journal-11432	179	16	radiation	radiation	NOUN
american_scientific_journal-11432	179	17	dataset	dataset	NOUN
american_scientific_journal-11432	179	18	.	.	PUNCT
american_scientific_journal-11432	180	1	the	the	DET
american_scientific_journal-11432	180	2	findings	finding	NOUN
american_scientific_journal-11432	180	3	from	from	ADP
american_scientific_journal-11432	180	4	this	this	DET
american_scientific_journal-11432	180	5	research	research	NOUN
american_scientific_journal-11432	180	6	revealed	reveal	VERB
american_scientific_journal-11432	180	7	there	there	PRON
american_scientific_journal-11432	180	8	was	be	VERB
american_scientific_journal-11432	180	9	radiation	radiation	NOUN
american_scientific_journal-11432	180	10	exposure	exposure	NOUN
american_scientific_journal-11432	180	11	in	in	ADP
american_scientific_journal-11432	180	12	the	the	DET
american_scientific_journal-11432	180	13	gwagwalada	gwagwalada	NOUN
american_scientific_journal-11432	180	14	area	area	NOUN
american_scientific_journal-11432	180	15	,	,	PUNCT
american_scientific_journal-11432	180	16	abuja	abuja	PROPN
american_scientific_journal-11432	180	17	,	,	PUNCT
american_scientific_journal-11432	180	18	nigeria	nigeria	PROPN
american_scientific_journal-11432	180	19	which	which	PRON
american_scientific_journal-11432	180	20	may	may	AUX
american_scientific_journal-11432	180	21	be	be	AUX
american_scientific_journal-11432	180	22	harmful	harmful	ADJ
american_scientific_journal-11432	180	23	.	.	PUNCT
american_scientific_journal-11432	181	1	the	the	DET
american_scientific_journal-11432	181	2	study	study	NOUN
american_scientific_journal-11432	181	3	was	be	AUX
american_scientific_journal-11432	181	4	able	able	ADJ
american_scientific_journal-11432	181	5	to	to	PART
american_scientific_journal-11432	181	6	establish	establish	VERB
american_scientific_journal-11432	181	7	the	the	DET
american_scientific_journal-11432	181	8	applicable	applicable	ADJ
american_scientific_journal-11432	181	9	use	use	NOUN
american_scientific_journal-11432	181	10	of	of	ADP
american_scientific_journal-11432	181	11	machine	machine	NOUN
american_scientific_journal-11432	181	12	learning	learning	NOUN
american_scientific_journal-11432	181	13	in	in	ADP
american_scientific_journal-11432	181	14	radiological	radiological	ADJ
american_scientific_journal-11432	181	15	studies	study	NOUN
american_scientific_journal-11432	181	16	,	,	PUNCT
american_scientific_journal-11432	181	17	and	and	CCONJ
american_scientific_journal-11432	181	18	medical	medical	ADJ
american_scientific_journal-11432	181	19	physics	physics	NOUN
american_scientific_journal-11432	181	20	.	.	PUNCT
american_scientific_journal-11432	182	1	the	the	DET
american_scientific_journal-11432	182	2	applicability	applicability	NOUN
american_scientific_journal-11432	182	3	of	of	ADP
american_scientific_journal-11432	182	4	machine	machine	NOUN
american_scientific_journal-11432	182	5	learning	learning	NOUN
american_scientific_journal-11432	182	6	is	be	AUX
american_scientific_journal-11432	182	7	related	relate	VERB
american_scientific_journal-11432	182	8	to	to	PART
american_scientific_journal-11432	182	9	guillaume	guillaume	VERB
american_scientific_journal-11432	182	10	and	and	CCONJ
american_scientific_journal-11432	182	11	colleagues	colleague	NOUN
american_scientific_journal-11432	182	12	’	'	PUNCT
american_scientific_journal-11432	182	13	study	study	NOUN
american_scientific_journal-11432	182	14	in	in	ADP
american_scientific_journal-11432	182	15	which	which	PRON
american_scientific_journal-11432	182	16	a	a	DET
american_scientific_journal-11432	182	17	neural	neural	ADJ
american_scientific_journal-11432	182	18	network	network	NOUN
american_scientific_journal-11432	182	19	was	be	AUX
american_scientific_journal-11432	182	20	used	use	VERB
american_scientific_journal-11432	182	21	in	in	ADP
american_scientific_journal-11432	182	22	building	build	VERB
american_scientific_journal-11432	182	23	a	a	DET
american_scientific_journal-11432	182	24	physics	physics	NOUN
american_scientific_journal-11432	182	25	-	-	PUNCT
american_scientific_journal-11432	182	26	constrained	constrain	VERB
american_scientific_journal-11432	182	27	stable	stable	ADJ
american_scientific_journal-11432	182	28	machine	machine	NOUN
american_scientific_journal-11432	182	29	learning	learning	NOUN
american_scientific_journal-11432	182	30	-	-	PUNCT
american_scientific_journal-11432	182	31	based	base	VERB
american_scientific_journal-11432	182	32	radiation	radiation	NOUN
american_scientific_journal-11432	182	33	emulator	emulator	NOUN
american_scientific_journal-11432	183	1	[	[	X
american_scientific_journal-11432	183	2	15	15	NUM
american_scientific_journal-11432	183	3	]	]	PUNCT
american_scientific_journal-11432	183	4	.	.	PUNCT
american_scientific_journal-11432	184	1	sarrut	sarrut	PROPN
american_scientific_journal-11432	184	2	and	and	CCONJ
american_scientific_journal-11432	184	3	colleagues	colleague	NOUN
american_scientific_journal-11432	184	4	also	also	ADV
american_scientific_journal-11432	184	5	used	use	VERB
american_scientific_journal-11432	184	6	deep	deep	ADJ
american_scientific_journal-11432	184	7	learning	learning	NOUN
american_scientific_journal-11432	184	8	,	,	PUNCT
american_scientific_journal-11432	184	9	another	another	DET
american_scientific_journal-11432	184	10	type	type	NOUN
american_scientific_journal-11432	184	11	of	of	ADP
american_scientific_journal-11432	184	12	machine	machine	NOUN
american_scientific_journal-11432	184	13	learning	learn	VERB
american_scientific_journal-11432	184	14	to	to	PART
american_scientific_journal-11432	184	15	model	model	VERB
american_scientific_journal-11432	184	16	monte	monte	PROPN
american_scientific_journal-11432	184	17	carlo	carlo	PROPN
american_scientific_journal-11432	184	18	simulation	simulation	PROPN
american_scientific_journal-11432	184	19	for	for	ADP
american_scientific_journal-11432	184	20	particle	particle	NOUN
american_scientific_journal-11432	184	21	transport	transport	NOUN
american_scientific_journal-11432	184	22	[	[	X
american_scientific_journal-11432	184	23	16	16	NUM
american_scientific_journal-11432	184	24	]	]	PUNCT
american_scientific_journal-11432	184	25	.	.	PUNCT
american_scientific_journal-11432	185	1	their	their	PRON
american_scientific_journal-11432	185	2	study	study	NOUN
american_scientific_journal-11432	185	3	was	be	AUX
american_scientific_journal-11432	185	4	able	able	ADJ
american_scientific_journal-11432	185	5	to	to	PART
american_scientific_journal-11432	185	6	achieve	achieve	VERB
american_scientific_journal-11432	185	7	and	and	CCONJ
american_scientific_journal-11432	185	8	theoretically	theoretically	ADV
american_scientific_journal-11432	185	9	establish	establish	VERB
american_scientific_journal-11432	185	10	a	a	DET
american_scientific_journal-11432	185	11	monte	monte	PROPN
american_scientific_journal-11432	185	12	carlo	carlo	PROPN
american_scientific_journal-11432	185	13	simulation	simulation	PROPN
american_scientific_journal-11432	185	14	called	call	VERB
american_scientific_journal-11432	185	15	the	the	DET
american_scientific_journal-11432	185	16	technique	technique	NOUN
american_scientific_journal-11432	185	17	variance	variance	NOUN
american_scientific_journal-11432	185	18	reduction	reduction	NOUN
american_scientific_journal-11432	185	19	technique	technique	NOUN
american_scientific_journal-11432	185	20	,	,	PUNCT
american_scientific_journal-11432	185	21	used	use	VERB
american_scientific_journal-11432	185	22	to	to	PART
american_scientific_journal-11432	185	23	accelerate	accelerate	VERB
american_scientific_journal-11432	185	24	the	the	DET
american_scientific_journal-11432	185	25	processes	process	NOUN
american_scientific_journal-11432	185	26	of	of	ADP
american_scientific_journal-11432	185	27	dose	dose	NOUN
american_scientific_journal-11432	185	28	estimation	estimation	NOUN
american_scientific_journal-11432	185	29	[	[	X
american_scientific_journal-11432	185	30	16	16	NUM
american_scientific_journal-11432	185	31	]	]	PUNCT
american_scientific_journal-11432	185	32	.	.	PUNCT
american_scientific_journal-11432	186	1	additionally	additionally	ADV
american_scientific_journal-11432	186	2	,	,	PUNCT
american_scientific_journal-11432	186	3	hafermann	hafermann	PROPN
american_scientific_journal-11432	186	4	and	and	CCONJ
american_scientific_journal-11432	186	5	his	his	PRON
american_scientific_journal-11432	186	6	colleagues	colleague	NOUN
american_scientific_journal-11432	186	7	.	.	PUNCT
american_scientific_journal-11432	187	1	(	(	PUNCT
american_scientific_journal-11432	187	2	2022	2022	NUM
american_scientific_journal-11432	187	3	)	)	PUNCT
american_scientific_journal-11432	187	4	,	,	PUNCT
american_scientific_journal-11432	187	5	made	make	VERB
american_scientific_journal-11432	187	6	use	use	NOUN
american_scientific_journal-11432	187	7	of	of	ADP
american_scientific_journal-11432	187	8	a	a	DET
american_scientific_journal-11432	187	9	random	random	ADJ
american_scientific_journal-11432	187	10	forest	forest	NOUN
american_scientific_journal-11432	187	11	machine	machine	NOUN
american_scientific_journal-11432	187	12	to	to	PART
american_scientific_journal-11432	187	13	create	create	VERB
american_scientific_journal-11432	187	14	a	a	DET
american_scientific_journal-11432	187	15	simulation	simulation	NOUN
american_scientific_journal-11432	187	16	called	call	VERB
american_scientific_journal-11432	187	17	plasmode	plasmode	PROPN
american_scientific_journal-11432	187	18	simulation	simulation	NOUN
american_scientific_journal-11432	188	1	[	[	X
american_scientific_journal-11432	188	2	17	17	NUM
american_scientific_journal-11432	188	3	]	]	PUNCT
american_scientific_journal-11432	188	4	.	.	PUNCT
american_scientific_journal-11432	189	1	the	the	DET
american_scientific_journal-11432	189	2	plasmode	plasmode	PROPN
american_scientific_journal-11432	189	3	simulation	simulation	NOUN
american_scientific_journal-11432	189	4	was	be	AUX
american_scientific_journal-11432	189	5	a	a	DET
american_scientific_journal-11432	189	6	simulation	simulation	NOUN
american_scientific_journal-11432	189	7	based	base	VERB
american_scientific_journal-11432	189	8	on	on	ADP
american_scientific_journal-11432	189	9	subsampling	subsample	VERB
american_scientific_journal-11432	189	10	a	a	DET
american_scientific_journal-11432	189	11	dataset	dataset	NOUN
american_scientific_journal-11432	189	12	of	of	ADP
american_scientific_journal-11432	189	13	about	about	ADV
american_scientific_journal-11432	189	14	200,000	200,000	NUM
american_scientific_journal-11432	189	15	individuals	individual	NOUN
american_scientific_journal-11432	189	16	from	from	ADP
american_scientific_journal-11432	189	17	a	a	DET
american_scientific_journal-11432	189	18	pharmacoepidemiologic	pharmacoepidemiologic	ADJ
american_scientific_journal-11432	189	19	study	study	NOUN
american_scientific_journal-11432	189	20	,	,	PUNCT
american_scientific_journal-11432	189	21	used	use	VERB
american_scientific_journal-11432	189	22	to	to	PART
american_scientific_journal-11432	189	23	specify	specify	VERB
american_scientific_journal-11432	189	24	patient	patient	ADJ
american_scientific_journal-11432	189	25	outcomes	outcome	NOUN
american_scientific_journal-11432	189	26	[	[	X
american_scientific_journal-11432	189	27	17	17	NUM
american_scientific_journal-11432	189	28	]	]	PUNCT
american_scientific_journal-11432	189	29	.	.	PUNCT
american_scientific_journal-11432	190	1	ivan	ivan	PROPN
american_scientific_journal-11432	190	2	used	use	VERB
american_scientific_journal-11432	190	3	ann	ann	PROPN
american_scientific_journal-11432	190	4	to	to	PART
american_scientific_journal-11432	190	5	label	label	VERB
american_scientific_journal-11432	190	6	ionizing	ionize	VERB
american_scientific_journal-11432	190	7	radiations	radiation	NOUN
american_scientific_journal-11432	190	8	[	[	X
american_scientific_journal-11432	190	9	18	18	NUM
american_scientific_journal-11432	190	10	]	]	PUNCT
american_scientific_journal-11432	190	11	.	.	PUNCT
american_scientific_journal-11432	191	1	ai	ai	VERB
american_scientific_journal-11432	191	2	and	and	CCONJ
american_scientific_journal-11432	191	3	ml	ml	NOUN
american_scientific_journal-11432	191	4	were	be	AUX
american_scientific_journal-11432	191	5	used	use	VERB
american_scientific_journal-11432	191	6	to	to	ADP
american_scientific_journal-11432	191	7	optimized	optimize	VERB
american_scientific_journal-11432	191	8	glioma	glioma	NOUN
american_scientific_journal-11432	191	9	systems	system	NOUN
american_scientific_journal-11432	191	10	in	in	ADP
american_scientific_journal-11432	191	11	medical	medical	ADJ
american_scientific_journal-11432	191	12	science	science	NOUN
american_scientific_journal-11432	191	13	by	by	ADP
american_scientific_journal-11432	191	14	zhang	zhang	PROPN
american_scientific_journal-11432	191	15	and	and	CCONJ
american_scientific_journal-11432	191	16	his	his	PRON
american_scientific_journal-11432	191	17	colleagues	colleague	NOUN
american_scientific_journal-11432	192	1	[	[	X
american_scientific_journal-11432	192	2	19	19	NUM
american_scientific_journal-11432	192	3	]	]	PUNCT
american_scientific_journal-11432	192	4	and	and	CCONJ
american_scientific_journal-11432	192	5	farouk	farouk	PROPN
american_scientific_journal-11432	192	6	and	and	CCONJ
american_scientific_journal-11432	192	7	his	his	PRON
american_scientific_journal-11432	192	8	colleagues	colleague	NOUN
american_scientific_journal-11432	192	9	also	also	ADV
american_scientific_journal-11432	192	10	used	use	VERB
american_scientific_journal-11432	192	11	machine	machine	NOUN
american_scientific_journal-11432	192	12	learning	learning	NOUN
american_scientific_journal-11432	192	13	for	for	ADP
american_scientific_journal-11432	192	14	the	the	DET
american_scientific_journal-11432	192	15	enhancement	enhancement	NOUN
american_scientific_journal-11432	192	16	of	of	ADP
american_scientific_journal-11432	192	17	the	the	DET
american_scientific_journal-11432	192	18	accuracy	accuracy	NOUN
american_scientific_journal-11432	192	19	of	of	ADP
american_scientific_journal-11432	192	20	x	x	NOUN
american_scientific_journal-11432	192	21	-	-	NOUN
american_scientific_journal-11432	192	22	ray	ray	NOUN
american_scientific_journal-11432	192	23	radiation	radiation	NOUN
american_scientific_journal-11432	192	24	[	[	X
american_scientific_journal-11432	192	25	20	20	NUM
american_scientific_journal-11432	192	26	]	]	PUNCT
american_scientific_journal-11432	192	27	.	.	PUNCT
american_scientific_journal-11432	193	1	gachancipa	gachancipa	PROPN
american_scientific_journal-11432	193	2	used	use	VERB
american_scientific_journal-11432	193	3	machine	machine	NOUN
american_scientific_journal-11432	193	4	american	american	PROPN
american_scientific_journal-11432	193	5	academic	academic	PROPN
american_scientific_journal-11432	193	6	scientific	scientific	ADJ
american_scientific_journal-11432	193	7	research	research	NOUN
american_scientific_journal-11432	193	8	journal	journal	NOUN
american_scientific_journal-11432	193	9	for	for	ADP
american_scientific_journal-11432	193	10	engineering	engineering	NOUN
american_scientific_journal-11432	193	11	,	,	PUNCT
american_scientific_journal-11432	193	12	technology	technology	NOUN
american_scientific_journal-11432	193	13	,	,	PUNCT
american_scientific_journal-11432	193	14	and	and	CCONJ
american_scientific_journal-11432	193	15	sciences	science	NOUN
american_scientific_journal-11432	193	16	(	(	PUNCT
american_scientific_journal-11432	193	17	asrjets	asrjet	NOUN
american_scientific_journal-11432	193	18	)	)	PUNCT
american_scientific_journal-11432	193	19	volume	volume	NOUN
american_scientific_journal-11432	193	20	101	101	NUM
american_scientific_journal-11432	193	21	,	,	PUNCT
american_scientific_journal-11432	193	22	no	no	DET
american_scientific_journal-11432	193	23	1	1	NUM
american_scientific_journal-11432	193	24	,	,	PUNCT
american_scientific_journal-11432	193	25	pp	pp	ADV
american_scientific_journal-11432	193	26	71	71	NUM
american_scientific_journal-11432	193	27	-	-	SYM
american_scientific_journal-11432	193	28	96	96	NUM
american_scientific_journal-11432	193	29	95	95	NUM
american_scientific_journal-11432	193	30	learning	learning	NOUN
american_scientific_journal-11432	193	31	to	to	PART
american_scientific_journal-11432	193	32	build	build	VERB
american_scientific_journal-11432	193	33	a	a	DET
american_scientific_journal-11432	193	34	computational	computational	ADJ
american_scientific_journal-11432	193	35	model	model	NOUN
american_scientific_journal-11432	193	36	to	to	PART
american_scientific_journal-11432	193	37	detect	detect	VERB
american_scientific_journal-11432	193	38	radiation	radiation	NOUN
american_scientific_journal-11432	193	39	[	[	X
american_scientific_journal-11432	193	40	21	21	NUM
american_scientific_journal-11432	193	41	]	]	PUNCT
american_scientific_journal-11432	193	42	.	.	PUNCT
american_scientific_journal-11432	194	1	5	5	X
american_scientific_journal-11432	194	2	.	.	X
american_scientific_journal-11432	194	3	conclusion	conclusion	NOUN
american_scientific_journal-11432	194	4	so	so	ADV
american_scientific_journal-11432	194	5	far	far	ADV
american_scientific_journal-11432	194	6	,	,	PUNCT
american_scientific_journal-11432	194	7	each	each	DET
american_scientific_journal-11432	194	8	ml	ml	NOUN
american_scientific_journal-11432	194	9	algorithm	algorithm	PROPN
american_scientific_journal-11432	194	10	has	have	AUX
american_scientific_journal-11432	194	11	demonstrated	demonstrate	VERB
american_scientific_journal-11432	194	12	its	its	PRON
american_scientific_journal-11432	194	13	capability	capability	NOUN
american_scientific_journal-11432	194	14	and	and	CCONJ
american_scientific_journal-11432	194	15	accuracy	accuracy	NOUN
american_scientific_journal-11432	194	16	in	in	ADP
american_scientific_journal-11432	194	17	classifying	classify	VERB
american_scientific_journal-11432	194	18	natural	natural	ADJ
american_scientific_journal-11432	194	19	background	background	NOUN
american_scientific_journal-11432	194	20	radiation	radiation	NOUN
american_scientific_journal-11432	194	21	datasets	dataset	NOUN
american_scientific_journal-11432	194	22	as	as	ADP
american_scientific_journal-11432	194	23	either	either	CCONJ
american_scientific_journal-11432	194	24	harmful	harmful	ADJ
american_scientific_journal-11432	194	25	or	or	CCONJ
american_scientific_journal-11432	194	26	harmless	harmless	NOUN
american_scientific_journal-11432	194	27	.	.	PUNCT
american_scientific_journal-11432	195	1	in	in	ADP
american_scientific_journal-11432	195	2	general	general	ADJ
american_scientific_journal-11432	195	3	,	,	PUNCT
american_scientific_journal-11432	195	4	the	the	DET
american_scientific_journal-11432	195	5	training	training	NOUN
american_scientific_journal-11432	195	6	accuracy	accuracy	NOUN
american_scientific_journal-11432	195	7	of	of	ADP
american_scientific_journal-11432	195	8	random	random	ADJ
american_scientific_journal-11432	195	9	forest	forest	NOUN
american_scientific_journal-11432	195	10	was	be	AUX
american_scientific_journal-11432	195	11	100	100	NUM
american_scientific_journal-11432	195	12	%	%	NOUN
american_scientific_journal-11432	195	13	and	and	CCONJ
american_scientific_journal-11432	195	14	had	have	VERB
american_scientific_journal-11432	195	15	the	the	DET
american_scientific_journal-11432	195	16	most	most	ADV
american_scientific_journal-11432	195	17	preferred	preferred	ADJ
american_scientific_journal-11432	195	18	result	result	NOUN
american_scientific_journal-11432	195	19	,	,	PUNCT
american_scientific_journal-11432	195	20	while	while	SCONJ
american_scientific_journal-11432	195	21	nba	nba	PROPN
american_scientific_journal-11432	195	22	was	be	AUX
american_scientific_journal-11432	195	23	just	just	ADV
american_scientific_journal-11432	195	24	67	67	NUM
american_scientific_journal-11432	195	25	%	%	NOUN
american_scientific_journal-11432	195	26	,	,	PUNCT
american_scientific_journal-11432	195	27	svm	svm	PROPN
american_scientific_journal-11432	195	28	was	be	AUX
american_scientific_journal-11432	195	29	also	also	ADV
american_scientific_journal-11432	195	30	68	68	NUM
american_scientific_journal-11432	195	31	%	%	NOUN
american_scientific_journal-11432	195	32	,	,	PUNCT
american_scientific_journal-11432	195	33	and	and	CCONJ
american_scientific_journal-11432	195	34	ksvm	ksvm	NOUN
american_scientific_journal-11432	195	35	was	be	AUX
american_scientific_journal-11432	195	36	also	also	ADV
american_scientific_journal-11432	195	37	68	68	NUM
american_scientific_journal-11432	195	38	%	%	NOUN
american_scientific_journal-11432	195	39	.	.	PUNCT
american_scientific_journal-11432	196	1	therefore	therefore	ADV
american_scientific_journal-11432	196	2	,	,	PUNCT
american_scientific_journal-11432	196	3	the	the	DET
american_scientific_journal-11432	196	4	testing	testing	NOUN
american_scientific_journal-11432	196	5	accuracy	accuracy	NOUN
american_scientific_journal-11432	196	6	for	for	ADP
american_scientific_journal-11432	196	7	the	the	DET
american_scientific_journal-11432	196	8	machine	machine	NOUN
american_scientific_journal-11432	196	9	learning	learn	VERB
american_scientific_journal-11432	196	10	algorithms	algorithm	NOUN
american_scientific_journal-11432	196	11	are	be	AUX
american_scientific_journal-11432	196	12	;	;	PUNCT
american_scientific_journal-11432	196	13	rf	rf	PRON
american_scientific_journal-11432	196	14	was	be	AUX
american_scientific_journal-11432	196	15	96	96	NUM
american_scientific_journal-11432	196	16	%	%	NOUN
american_scientific_journal-11432	196	17	,	,	PUNCT
american_scientific_journal-11432	196	18	nb	nb	PROPN
american_scientific_journal-11432	196	19	was	be	AUX
american_scientific_journal-11432	196	20	68	68	NUM
american_scientific_journal-11432	196	21	%	%	NOUN
american_scientific_journal-11432	196	22	,	,	PUNCT
american_scientific_journal-11432	196	23	svm	svm	PROPN
american_scientific_journal-11432	196	24	was	be	AUX
american_scientific_journal-11432	196	25	67	67	NUM
american_scientific_journal-11432	196	26	%	%	NOUN
american_scientific_journal-11432	196	27	and	and	CCONJ
american_scientific_journal-11432	196	28	ksvm	ksvm	NOUN
american_scientific_journal-11432	196	29	was	be	AUX
american_scientific_journal-11432	196	30	67	67	NUM
american_scientific_journal-11432	196	31	%	%	NOUN
american_scientific_journal-11432	196	32	also	also	ADV
american_scientific_journal-11432	196	33	.	.	PUNCT
american_scientific_journal-11432	197	1	the	the	DET
american_scientific_journal-11432	197	2	accuracies	accuracy	NOUN
american_scientific_journal-11432	197	3	are	be	AUX
american_scientific_journal-11432	197	4	based	base	VERB
american_scientific_journal-11432	197	5	on	on	ADP
american_scientific_journal-11432	197	6	the	the	DET
american_scientific_journal-11432	197	7	algorithm	algorithm	NOUN
american_scientific_journal-11432	197	8	's	's	PART
american_scientific_journal-11432	197	9	other	other	ADJ
american_scientific_journal-11432	197	10	factors	factor	NOUN
american_scientific_journal-11432	197	11	namely	namely	ADV
american_scientific_journal-11432	197	12	“	"	PUNCT
american_scientific_journal-11432	197	13	recall	recall	NOUN
american_scientific_journal-11432	197	14	”	"	PUNCT
american_scientific_journal-11432	197	15	,	,	PUNCT
american_scientific_journal-11432	197	16	“	"	PUNCT
american_scientific_journal-11432	197	17	precision	precision	NOUN
american_scientific_journal-11432	197	18	”	"	PUNCT
american_scientific_journal-11432	197	19	and	and	CCONJ
american_scientific_journal-11432	197	20	“	"	PUNCT
american_scientific_journal-11432	197	21	f1	f1	ADJ
american_scientific_journal-11432	197	22	score	score	NOUN
american_scientific_journal-11432	197	23	”	"	PUNCT
american_scientific_journal-11432	197	24	.	.	PUNCT
american_scientific_journal-11432	198	1	in	in	ADP
american_scientific_journal-11432	198	2	conclusion	conclusion	NOUN
american_scientific_journal-11432	198	3	,	,	PUNCT
american_scientific_journal-11432	198	4	the	the	DET
american_scientific_journal-11432	198	5	random	random	ADJ
american_scientific_journal-11432	198	6	forest	forest	NOUN
american_scientific_journal-11432	198	7	machine	machine	NOUN
american_scientific_journal-11432	198	8	learning	learn	VERB
american_scientific_journal-11432	198	9	algorithm	algorithm	NOUN
american_scientific_journal-11432	198	10	has	have	VERB
american_scientific_journal-11432	198	11	the	the	DET
american_scientific_journal-11432	198	12	highest	high	ADJ
american_scientific_journal-11432	198	13	percentage	percentage	NOUN
american_scientific_journal-11432	198	14	testing	testing	NOUN
american_scientific_journal-11432	198	15	accuracy	accuracy	NOUN
american_scientific_journal-11432	198	16	out	out	ADP
american_scientific_journal-11432	198	17	of	of	ADP
american_scientific_journal-11432	198	18	the	the	DET
american_scientific_journal-11432	198	19	four	four	NUM
american_scientific_journal-11432	198	20	machine	machine	NOUN
american_scientific_journal-11432	198	21	learning	learn	VERB
american_scientific_journal-11432	198	22	algorithms	algorithm	NOUN
american_scientific_journal-11432	198	23	used	use	VERB
american_scientific_journal-11432	198	24	to	to	PART
american_scientific_journal-11432	198	25	build	build	VERB
american_scientific_journal-11432	198	26	the	the	DET
american_scientific_journal-11432	198	27	model	model	NOUN
american_scientific_journal-11432	198	28	.	.	PUNCT
american_scientific_journal-11432	199	1	therefore	therefore	ADV
american_scientific_journal-11432	199	2	,	,	PUNCT
american_scientific_journal-11432	199	3	random	random	ADJ
american_scientific_journal-11432	199	4	forest	forest	NOUN
american_scientific_journal-11432	199	5	is	be	AUX
american_scientific_journal-11432	199	6	highly	highly	ADV
american_scientific_journal-11432	199	7	recommended	recommend	VERB
american_scientific_journal-11432	199	8	for	for	ADP
american_scientific_journal-11432	199	9	classification	classification	NOUN
american_scientific_journal-11432	199	10	analysis	analysis	NOUN
american_scientific_journal-11432	199	11	modelling	modelling	NOUN
american_scientific_journal-11432	199	12	for	for	ADP
american_scientific_journal-11432	199	13	background	background	NOUN
american_scientific_journal-11432	199	14	radiation	radiation	NOUN
american_scientific_journal-11432	199	15	.	.	PUNCT
american_scientific_journal-11432	200	1	this	this	DET
american_scientific_journal-11432	200	2	study	study	NOUN
american_scientific_journal-11432	200	3	is	be	AUX
american_scientific_journal-11432	200	4	subjected	subject	VERB
american_scientific_journal-11432	200	5	to	to	ADP
american_scientific_journal-11432	200	6	further	further	ADJ
american_scientific_journal-11432	200	7	studies	study	NOUN
american_scientific_journal-11432	200	8	in	in	ADP
american_scientific_journal-11432	200	9	the	the	DET
american_scientific_journal-11432	200	10	area	area	NOUN
american_scientific_journal-11432	200	11	of	of	ADP
american_scientific_journal-11432	200	12	prediction	prediction	NOUN
american_scientific_journal-11432	200	13	analysis	analysis	NOUN
american_scientific_journal-11432	200	14	,	,	PUNCT
american_scientific_journal-11432	200	15	using	use	VERB
american_scientific_journal-11432	200	16	the	the	DET
american_scientific_journal-11432	200	17	robust	robust	ADJ
american_scientific_journal-11432	200	18	dataset	dataset	NOUN
american_scientific_journal-11432	200	19	,	,	PUNCT
american_scientific_journal-11432	200	20	and	and	CCONJ
american_scientific_journal-11432	200	21	future	future	ADJ
american_scientific_journal-11432	200	22	implementations	implementation	NOUN
american_scientific_journal-11432	200	23	.	.	PUNCT
american_scientific_journal-11432	201	1	references	reference	NOUN
american_scientific_journal-11432	201	2	[	[	X
american_scientific_journal-11432	201	3	1	1	X
american_scientific_journal-11432	201	4	]	]	PUNCT
american_scientific_journal-11432	201	5	v.	v.	CCONJ
american_scientific_journal-11432	201	6	kannade	kannade	ADJ
american_scientific_journal-11432	201	7	.	.	PUNCT
american_scientific_journal-11432	202	1	"	"	PUNCT
american_scientific_journal-11432	202	2	what	what	PRON
american_scientific_journal-11432	202	3	is	be	AUX
american_scientific_journal-11432	202	4	machine	machine	NOUN
american_scientific_journal-11432	202	5	learning	learning	NOUN
american_scientific_journal-11432	202	6	?	?	PUNCT
american_scientific_journal-11432	203	1	definition	definition	NOUN
american_scientific_journal-11432	203	2	,	,	PUNCT
american_scientific_journal-11432	203	3	types	type	NOUN
american_scientific_journal-11432	203	4	,	,	PUNCT
american_scientific_journal-11432	203	5	applications	application	NOUN
american_scientific_journal-11432	203	6	,	,	PUNCT
american_scientific_journal-11432	203	7	and	and	CCONJ
american_scientific_journal-11432	203	8	trends	trend	NOUN
american_scientific_journal-11432	203	9	for	for	ADP
american_scientific_journal-11432	203	10	2022	2022	NUM
american_scientific_journal-11432	203	11	.	.	PUNCT
american_scientific_journal-11432	203	12	"	"	PUNCT
american_scientific_journal-11432	204	1	spiceworks	spicework	NOUN
american_scientific_journal-11432	204	2	.	.	PUNCT
american_scientific_journal-11432	205	1	https://www.spiceworks.com/tech/artificial-intelligence/articles/what-is-ml/	https://www.spiceworks.com/tech/artificial-intelligence/articles/what-is-ml/	PROPN
american_scientific_journal-11432	205	2	(	(	PUNCT
american_scientific_journal-11432	205	3	accessed	access	VERB
american_scientific_journal-11432	205	4	18	18	NUM
american_scientific_journal-11432	205	5	,	,	PUNCT
american_scientific_journal-11432	205	6	march	march	NOUN
american_scientific_journal-11432	205	7	,	,	PUNCT
american_scientific_journal-11432	205	8	2024	2024	NUM
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american_scientific_journal-11432	205	10	.	.	PUNCT
american_scientific_journal-11432	206	1	[	[	X
american_scientific_journal-11432	206	2	2	2	X
american_scientific_journal-11432	206	3	]	]	PUNCT
american_scientific_journal-11432	206	4	j.	j.	PROPN
american_scientific_journal-11432	206	5	r.	r.	PROPN
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american_scientific_journal-11432	206	7	et	et	PROPN
american_scientific_journal-11432	206	8	al	al	PROPN
american_scientific_journal-11432	206	9	.	.	PROPN
american_scientific_journal-11432	206	10	,	,	PUNCT
american_scientific_journal-11432	206	11	"	"	PUNCT
american_scientific_journal-11432	206	12	a	a	DET
american_scientific_journal-11432	206	13	precision	precision	NOUN
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american_scientific_journal-11432	206	15	of	of	ADP
american_scientific_journal-11432	206	16	direct	direct	ADJ
american_scientific_journal-11432	206	17	cp	cp	PROPN
american_scientific_journal-11432	206	18	violation	violation	NOUN
american_scientific_journal-11432	206	19	in	in	ADP
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american_scientific_journal-11432	206	22	of	of	ADP
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american_scientific_journal-11432	206	25	into	into	ADP
american_scientific_journal-11432	206	26	two	two	NUM
american_scientific_journal-11432	206	27	pions	pion	NOUN
american_scientific_journal-11432	206	28	.	.	PUNCT
american_scientific_journal-11432	206	29	,	,	PUNCT
american_scientific_journal-11432	206	30	"	"	PUNCT
american_scientific_journal-11432	206	31	physics	physics	NOUN
american_scientific_journal-11432	206	32	letters	letter	NOUN
american_scientific_journal-11432	206	33	,	,	PUNCT
american_scientific_journal-11432	206	34	pp	pp	ADV
american_scientific_journal-11432	206	35	.	.	PUNCT
american_scientific_journal-11432	207	1	544(1	544(1	NUM
american_scientific_journal-11432	207	2	-	-	SYM
american_scientific_journal-11432	207	3	2):97	2):97	NUM
american_scientific_journal-11432	207	4	-	-	PUNCT
american_scientific_journal-11432	207	5	112	112	NUM
american_scientific_journal-11432	207	6	,	,	PUNCT
american_scientific_journal-11432	207	7	2002	2002	NUM
american_scientific_journal-11432	207	8	.	.	PUNCT
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american_scientific_journal-11432	208	2	3	3	X
american_scientific_journal-11432	208	3	]	]	PUNCT
american_scientific_journal-11432	208	4	"	"	PUNCT
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american_scientific_journal-11432	208	6	and	and	CCONJ
american_scientific_journal-11432	208	7	effects	effect	NOUN
american_scientific_journal-11432	208	8	of	of	ADP
american_scientific_journal-11432	208	9	ionizing	ionize	VERB
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american_scientific_journal-11432	208	11	,	,	PUNCT
american_scientific_journal-11432	208	12	"	"	PUNCT
american_scientific_journal-11432	208	13	united	united	PROPN
american_scientific_journal-11432	208	14	nations	nations	PROPN
american_scientific_journal-11432	208	15	,	,	PUNCT
american_scientific_journal-11432	208	16	new	new	PROPN
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american_scientific_journal-11432	208	18	,	,	PUNCT
american_scientific_journal-11432	208	19	2008	2008	NUM
american_scientific_journal-11432	208	20	.	.	PUNCT
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american_scientific_journal-11432	209	2	4	4	X
american_scientific_journal-11432	209	3	]	]	PUNCT
american_scientific_journal-11432	209	4	"	"	PUNCT
american_scientific_journal-11432	209	5	(	(	PUNCT
american_scientific_journal-11432	209	6	http://www.world-nuclear.org/info/safety-and-security/radiation-and-health/naturally-occurringradioactive-materials-norm	http://www.world-nuclear.org/info/safety-and-security/radiation-and-health/naturally-occurringradioactive-materials-norm	NOUN
american_scientific_journal-11432	209	7	,	,	PUNCT
american_scientific_journal-11432	209	8	"	"	PUNCT
american_scientific_journal-11432	209	9	world	world	PROPN
american_scientific_journal-11432	209	10	nuclear	nuclear	PROPN
american_scientific_journal-11432	209	11	association	association	PROPN
american_scientific_journal-11432	209	12	,	,	PUNCT
american_scientific_journal-11432	209	13	2019	2019	NUM
american_scientific_journal-11432	209	14	.	.	PUNCT
american_scientific_journal-11432	210	1	[	[	X
american_scientific_journal-11432	210	2	5	5	X
american_scientific_journal-11432	210	3	]	]	PUNCT
american_scientific_journal-11432	210	4	d.	d.	PROPN
american_scientific_journal-11432	210	5	shahbazi	shahbazi	PROPN
american_scientific_journal-11432	210	6	-	-	PUNCT
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american_scientific_journal-11432	210	8	,	,	PUNCT
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american_scientific_journal-11432	210	11	,	,	PUNCT
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american_scientific_journal-11432	210	13	s.	s.	PROPN
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american_scientific_journal-11432	210	15	,	,	PUNCT
american_scientific_journal-11432	210	16	"	"	PUNCT
american_scientific_journal-11432	210	17	a	a	DET
american_scientific_journal-11432	210	18	review	review	NOUN
american_scientific_journal-11432	210	19	on	on	ADP
american_scientific_journal-11432	210	20	natural	natural	ADJ
american_scientific_journal-11432	210	21	background	background	NOUN
american_scientific_journal-11432	210	22	radiation	radiation	NOUN
american_scientific_journal-11432	210	23	,	,	PUNCT
american_scientific_journal-11432	210	24	"	"	PUNCT
american_scientific_journal-11432	210	25	advanced	advanced	ADJ
american_scientific_journal-11432	210	26	biomedical	biomedical	ADJ
american_scientific_journal-11432	210	27	research	research	NOUN
american_scientific_journal-11432	210	28	,	,	PUNCT
american_scientific_journal-11432	210	29	vol	vol	NOUN
american_scientific_journal-11432	210	30	.	.	PROPN
american_scientific_journal-11432	210	31	2	2	NUM
american_scientific_journal-11432	210	32	,	,	PUNCT
american_scientific_journal-11432	210	33	no	no	INTJ
american_scientific_journal-11432	210	34	.	.	NOUN
american_scientific_journal-11432	210	35	1	1	NUM
american_scientific_journal-11432	210	36	,	,	PUNCT
american_scientific_journal-11432	210	37	p.	p.	NOUN
american_scientific_journal-11432	210	38	65	65	NUM
american_scientific_journal-11432	210	39	,	,	PUNCT
american_scientific_journal-11432	210	40	2013	2013	NUM
american_scientific_journal-11432	210	41	.	.	PUNCT
american_scientific_journal-11432	211	1	[	[	X
american_scientific_journal-11432	211	2	6	6	NUM
american_scientific_journal-11432	211	3	]	]	PUNCT
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american_scientific_journal-11432	211	5	and	and	CCONJ
american_scientific_journal-11432	211	6	w.	w.	PROPN
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american_scientific_journal-11432	211	8	,	,	PUNCT
american_scientific_journal-11432	211	9	"	"	PUNCT
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american_scientific_journal-11432	211	11	,	,	PUNCT
american_scientific_journal-11432	211	12	"	"	PUNCT
american_scientific_journal-11432	211	13	eric	eric	PROPN
american_scientific_journal-11432	211	14	weisstein	weisstein	PROPN
american_scientific_journal-11432	211	15	's	's	PART
american_scientific_journal-11432	211	16	world	world	NOUN
american_scientific_journal-11432	211	17	of	of	ADP
american_scientific_journal-11432	211	18	physics	physics	PROPN
american_scientific_journal-11432	211	19	,	,	PUNCT
american_scientific_journal-11432	211	20	2014	2014	NUM
american_scientific_journal-11432	211	21	.	.	PUNCT
american_scientific_journal-11432	212	1	[	[	X
american_scientific_journal-11432	212	2	7	7	X
american_scientific_journal-11432	212	3	]	]	X
american_scientific_journal-11432	212	4	n.	n.	PROPN
american_scientific_journal-11432	212	5	kwan	kwan	PROPN
american_scientific_journal-11432	212	6	-	-	PUNCT
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american_scientific_journal-11432	212	8	,	,	PUNCT
american_scientific_journal-11432	212	9	"	"	PUNCT
american_scientific_journal-11432	212	10	non	non	ADJ
american_scientific_journal-11432	212	11	-	-	ADJ
american_scientific_journal-11432	212	12	ionizing	ionizing	ADJ
american_scientific_journal-11432	212	13	radiations	radiation	NOUN
american_scientific_journal-11432	212	14	–	–	PUNCT
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american_scientific_journal-11432	212	16	,	,	PUNCT
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american_scientific_journal-11432	212	19	,	,	PUNCT
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american_scientific_journal-11432	212	23	,	,	PUNCT
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american_scientific_journal-11432	212	36	at	at	ADP
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american_scientific_journal-11432	212	38	(	(	PUNCT
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american_scientific_journal-11432	212	47	:	:	PUNCT
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american_scientific_journal-11432	212	49	,	,	PUNCT
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american_scientific_journal-11432	213	1	1	1	NUM
american_scientific_journal-11432	213	2	-	-	SYM
american_scientific_journal-11432	213	3	16	16	NUM
american_scientific_journal-11432	213	4	.	.	PUNCT
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american_scientific_journal-11432	214	6	,	,	PUNCT
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american_scientific_journal-11432	214	9	,	,	PUNCT
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american_scientific_journal-11432	214	31	:	:	PUNCT
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american_scientific_journal-11432	214	46	,	,	PUNCT
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american_scientific_journal-11432	214	50	,	,	PUNCT
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american_scientific_journal-11432	214	54	,	,	PUNCT
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american_scientific_journal-11432	215	2	-	-	SYM
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american_scientific_journal-11432	215	4	,	,	PUNCT
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american_scientific_journal-11432	216	14	-	-	PUNCT
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american_scientific_journal-11432	216	30	for	for	ADP
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american_scientific_journal-11432	216	45	,	,	PUNCT
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american_scientific_journal-11432	216	48	-	-	SYM
american_scientific_journal-11432	216	49	96	96	NUM
american_scientific_journal-11432	216	50	96	96	NUM
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american_scientific_journal-11432	217	6	,	,	PUNCT
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american_scientific_journal-11432	217	9	,	,	PUNCT
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american_scientific_journal-11432	217	16	:	:	PUNCT
american_scientific_journal-11432	217	17	crc	crc	PROPN
american_scientific_journal-11432	217	18	press	press	NOUN
american_scientific_journal-11432	217	19	,	,	PUNCT
american_scientific_journal-11432	217	20	2021	2021	NUM
american_scientific_journal-11432	217	21	,	,	PUNCT
american_scientific_journal-11432	217	22	pp	pp	PROPN
american_scientific_journal-11432	217	23	.	.	PUNCT
american_scientific_journal-11432	218	1	vol1	vol1	PROPN
american_scientific_journal-11432	218	2	:	:	PUNCT
american_scientific_journal-11432	218	3	15vol1	15vol1	NUM
american_scientific_journal-11432	218	4	:	:	PUNCT
american_scientific_journal-11432	218	5	24	24	NUM
american_scientific_journal-11432	218	6	.	.	PUNCT
american_scientific_journal-11432	219	1	[	[	X
american_scientific_journal-11432	219	2	11	11	NUM
american_scientific_journal-11432	219	3	]	]	X
american_scientific_journal-11432	219	4	"	"	PUNCT
american_scientific_journal-11432	219	5	radiation	radiation	NOUN
american_scientific_journal-11432	219	6	in	in	ADP
american_scientific_journal-11432	219	7	everyday	everyday	ADJ
american_scientific_journal-11432	219	8	life	life	NOUN
american_scientific_journal-11432	219	9	,	,	PUNCT
american_scientific_journal-11432	219	10	"	"	PUNCT
american_scientific_journal-11432	219	11	ed	ed	NOUN
american_scientific_journal-11432	219	12	,	,	PUNCT
american_scientific_journal-11432	219	13	2023	2023	NUM
american_scientific_journal-11432	219	14	.	.	PUNCT
american_scientific_journal-11432	220	1	[	[	X
american_scientific_journal-11432	220	2	12	12	NUM
american_scientific_journal-11432	220	3	]	]	X
american_scientific_journal-11432	220	4	n.	n.	NOUN
american_scientific_journal-11432	220	5	bassey	bassey	NOUN
american_scientific_journal-11432	220	6	,	,	PUNCT
american_scientific_journal-11432	220	7	u.	u.	PROPN
american_scientific_journal-11432	220	8	kaigama	kaigama	PROPN
american_scientific_journal-11432	220	9	,	,	PUNCT
american_scientific_journal-11432	220	10	and	and	CCONJ
american_scientific_journal-11432	220	11	a.	a.	NOUN
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american_scientific_journal-11432	220	13	,	,	PUNCT
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american_scientific_journal-11432	220	17	of	of	ADP
american_scientific_journal-11432	220	18	song	song	ADJ
american_scientific_journal-11432	220	19	area	area	NOUN
american_scientific_journal-11432	220	20	and	and	CCONJ
american_scientific_journal-11432	220	21	environs	environ	NOUN
american_scientific_journal-11432	220	22	,	,	PUNCT
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american_scientific_journal-11432	220	24	basement	basement	NOUN
american_scientific_journal-11432	220	25	complex	complex	NOUN
american_scientific_journal-11432	220	26	,	,	PUNCT
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american_scientific_journal-11432	220	29	,	,	PUNCT
american_scientific_journal-11432	220	30	"	"	PUNCT
american_scientific_journal-11432	220	31	international	international	ADJ
american_scientific_journal-11432	220	32	journal	journal	NOUN
american_scientific_journal-11432	220	33	of	of	ADP
american_scientific_journal-11432	220	34	science	science	NOUN
american_scientific_journal-11432	220	35	and	and	CCONJ
american_scientific_journal-11432	220	36	technology	technology	NOUN
american_scientific_journal-11432	220	37	,	,	PUNCT
american_scientific_journal-11432	220	38	vol	vol	NOUN
american_scientific_journal-11432	220	39	.	.	PROPN
american_scientific_journal-11432	220	40	2	2	NUM
american_scientific_journal-11432	220	41	,	,	PUNCT
american_scientific_journal-11432	220	42	pp	pp	ADJ
american_scientific_journal-11432	220	43	.	.	PUNCT
american_scientific_journal-11432	220	44	692	692	NUM
american_scientific_journal-11432	220	45	-	-	SYM
american_scientific_journal-11432	220	46	699	699	NUM
american_scientific_journal-11432	220	47	,	,	PUNCT
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american_scientific_journal-11432	220	49	2013	2013	NUM
american_scientific_journal-11432	220	50	.	.	PUNCT
american_scientific_journal-11432	221	1	[	[	X
american_scientific_journal-11432	221	2	13	13	NUM
american_scientific_journal-11432	221	3	]	]	X
american_scientific_journal-11432	221	4	d.	d.	PROPN
american_scientific_journal-11432	221	5	kuhlman	kuhlman	PROPN
american_scientific_journal-11432	221	6	,	,	PUNCT
american_scientific_journal-11432	221	7	"	"	PUNCT
american_scientific_journal-11432	221	8	a	a	DET
american_scientific_journal-11432	221	9	python	python	NOUN
american_scientific_journal-11432	221	10	book	book	NOUN
american_scientific_journal-11432	221	11	:	:	PUNCT
american_scientific_journal-11432	221	12	beginning	begin	VERB
american_scientific_journal-11432	221	13	python	python	NOUN
american_scientific_journal-11432	221	14	,	,	PUNCT
american_scientific_journal-11432	221	15	adanced	adance	VERB
american_scientific_journal-11432	221	16	.	.	PUNCT
american_scientific_journal-11432	221	17	"	"	PUNCT
american_scientific_journal-11432	222	1	[	[	X
american_scientific_journal-11432	222	2	online	online	X
american_scientific_journal-11432	222	3	]	]	X
american_scientific_journal-11432	222	4	.	.	PUNCT
american_scientific_journal-11432	223	1	available	available	ADJ
american_scientific_journal-11432	223	2	:	:	PUNCT
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american_scientific_journal-11432	224	1	[	[	X
american_scientific_journal-11432	224	2	14	14	NUM
american_scientific_journal-11432	224	3	]	]	PUNCT
american_scientific_journal-11432	224	4	s.	s.	PROPN
american_scientific_journal-11432	224	5	j.	j.	PROPN
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american_scientific_journal-11432	224	7	,	,	PUNCT
american_scientific_journal-11432	224	8	"	"	PUNCT
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american_scientific_journal-11432	224	10	forest	forest	NOUN
american_scientific_journal-11432	224	11	,	,	PUNCT
american_scientific_journal-11432	224	12	"	"	PUNCT
american_scientific_journal-11432	224	13	journal	journal	NOUN
american_scientific_journal-11432	224	14	of	of	ADP
american_scientific_journal-11432	224	15	insurance	insurance	NOUN
american_scientific_journal-11432	224	16	medicine	medicine	NOUN
american_scientific_journal-11432	224	17	,	,	PUNCT
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american_scientific_journal-11432	225	1	47	47	NUM
american_scientific_journal-11432	225	2	,	,	PUNCT
american_scientific_journal-11432	225	3	no	no	INTJ
american_scientific_journal-11432	225	4	.	.	NOUN
american_scientific_journal-11432	225	5	1	1	NUM
american_scientific_journal-11432	225	6	,	,	PUNCT
american_scientific_journal-11432	225	7	pp	pp	ADJ
american_scientific_journal-11432	225	8	.	.	PUNCT
american_scientific_journal-11432	226	1	31	31	NUM
american_scientific_journal-11432	226	2	-	-	SYM
american_scientific_journal-11432	226	3	39	39	NUM
american_scientific_journal-11432	226	4	,	,	PUNCT
american_scientific_journal-11432	226	5	2017	2017	NUM
american_scientific_journal-11432	226	6	.	.	PUNCT
american_scientific_journal-11432	227	1	[	[	X
american_scientific_journal-11432	227	2	15	15	NUM
american_scientific_journal-11432	227	3	]	]	X
american_scientific_journal-11432	227	4	g.	g.	PROPN
american_scientific_journal-11432	227	5	bertoli	bertoli	PROPN
american_scientific_journal-11432	227	6	,	,	PUNCT
american_scientific_journal-11432	227	7	s.	s.	PROPN
american_scientific_journal-11432	227	8	schemm	schemm	PROPN
american_scientific_journal-11432	227	9	,	,	PUNCT
american_scientific_journal-11432	227	10	f.	f.	PROPN
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american_scientific_journal-11432	227	12	,	,	PUNCT
american_scientific_journal-11432	227	13	f.	f.	PROPN
american_scientific_journal-11432	227	14	perez	perez	PROPN
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american_scientific_journal-11432	227	16	,	,	PUNCT
american_scientific_journal-11432	227	17	and	and	CCONJ
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american_scientific_journal-11432	227	20	,	,	PUNCT
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american_scientific_journal-11432	227	22	building	build	VERB
american_scientific_journal-11432	227	23	a	a	DET
american_scientific_journal-11432	227	24	physics	physics	NOUN
american_scientific_journal-11432	227	25	-	-	PUNCT
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american_scientific_journal-11432	227	27	,	,	PUNCT
american_scientific_journal-11432	227	28	fast	fast	ADJ
american_scientific_journal-11432	227	29	and	and	CCONJ
american_scientific_journal-11432	227	30	stable	stable	ADJ
american_scientific_journal-11432	227	31	machine	machine	NOUN
american_scientific_journal-11432	227	32	learning	learning	NOUN
american_scientific_journal-11432	227	33	-	-	PUNCT
american_scientific_journal-11432	227	34	based	base	VERB
american_scientific_journal-11432	227	35	radiation	radiation	NOUN
american_scientific_journal-11432	227	36	emulator	emulator	NOUN
american_scientific_journal-11432	227	37	,	,	PUNCT
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american_scientific_journal-11432	227	41	general	general	ADJ
american_scientific_journal-11432	227	42	assembly	assembly	NOUN
american_scientific_journal-11432	227	43	conference	conference	NOUN
american_scientific_journal-11432	227	44	abstracts	abstract	NOUN
american_scientific_journal-11432	227	45	,	,	PUNCT
american_scientific_journal-11432	227	46	2023	2023	NUM
american_scientific_journal-11432	227	47	,	,	PUNCT
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american_scientific_journal-11432	227	49	.	.	PUNCT
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american_scientific_journal-11432	227	51	.	.	PUNCT
american_scientific_journal-11432	228	1	[	[	X
american_scientific_journal-11432	228	2	16	16	NUM
american_scientific_journal-11432	228	3	]	]	X
american_scientific_journal-11432	228	4	d.	d.	PROPN
american_scientific_journal-11432	228	5	sarrut	sarrut	PROPN
american_scientific_journal-11432	228	6	,	,	PUNCT
american_scientific_journal-11432	228	7	a.	a.	NOUN
american_scientific_journal-11432	228	8	etxebeste	etxebeste	PROPN
american_scientific_journal-11432	228	9	,	,	PUNCT
american_scientific_journal-11432	228	10	e.	e.	PROPN
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american_scientific_journal-11432	228	12	,	,	PUNCT
american_scientific_journal-11432	228	13	n.	n.	PROPN
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american_scientific_journal-11432	228	15	,	,	PUNCT
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american_scientific_journal-11432	228	17	j.	j.	PROPN
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american_scientific_journal-11432	228	20	,	,	PUNCT
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american_scientific_journal-11432	228	23	intelligence	intelligence	NOUN
american_scientific_journal-11432	228	24	for	for	ADP
american_scientific_journal-11432	228	25	monte	monte	PROPN
american_scientific_journal-11432	228	26	carlo	carlo	PROPN
american_scientific_journal-11432	228	27	simulation	simulation	PROPN
american_scientific_journal-11432	228	28	in	in	ADP
american_scientific_journal-11432	228	29	medical	medical	ADJ
american_scientific_journal-11432	228	30	physics	physics	NOUN
american_scientific_journal-11432	228	31	,	,	PUNCT
american_scientific_journal-11432	228	32	"	"	PUNCT
american_scientific_journal-11432	228	33	frontiers	frontier	NOUN
american_scientific_journal-11432	228	34	in	in	ADP
american_scientific_journal-11432	228	35	physics	physics	NOUN
american_scientific_journal-11432	228	36	,	,	PUNCT
american_scientific_journal-11432	228	37	vol	vol	NOUN
american_scientific_journal-11432	228	38	.	.	PROPN
american_scientific_journal-11432	228	39	9	9	NUM
american_scientific_journal-11432	228	40	,	,	PUNCT
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american_scientific_journal-11432	228	42	738112	738112	NUM
american_scientific_journal-11432	228	43	,	,	PUNCT
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american_scientific_journal-11432	228	45	.	.	PUNCT
american_scientific_journal-11432	229	1	[	[	X
american_scientific_journal-11432	229	2	17	17	NUM
american_scientific_journal-11432	229	3	]	]	X
american_scientific_journal-11432	229	4	l.	l.	PROPN
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american_scientific_journal-11432	229	6	,	,	PUNCT
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american_scientific_journal-11432	229	9	,	,	PUNCT
american_scientific_journal-11432	229	10	g.	g.	PROPN
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american_scientific_journal-11432	229	12	,	,	PUNCT
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american_scientific_journal-11432	229	15	,	,	PUNCT
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american_scientific_journal-11432	229	31	forest	forest	NOUN
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american_scientific_journal-11432	229	34	:	:	PUNCT
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american_scientific_journal-11432	229	42	,	,	PUNCT
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american_scientific_journal-11432	229	49	6	6	NUM
american_scientific_journal-11432	229	50	,	,	PUNCT
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american_scientific_journal-11432	229	52	847	847	NUM
american_scientific_journal-11432	229	53	,	,	PUNCT
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american_scientific_journal-11432	229	55	.	.	PUNCT
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american_scientific_journal-11432	230	13	,	,	PUNCT
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american_scientific_journal-11432	230	15	a	a	DET
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american_scientific_journal-11432	230	27	,	,	PUNCT
american_scientific_journal-11432	230	28	"	"	PUNCT
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american_scientific_journal-11432	230	33	,	,	PUNCT
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american_scientific_journal-11432	230	37	,	,	PUNCT
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american_scientific_journal-11432	230	39	.	.	PUNCT
american_scientific_journal-11432	231	1	551	551	NUM
american_scientific_journal-11432	231	2	-	-	SYM
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american_scientific_journal-11432	231	4	,	,	PUNCT
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american_scientific_journal-11432	231	6	.	.	PUNCT
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american_scientific_journal-11432	232	9	,	,	PUNCT
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american_scientific_journal-11432	232	24	histogram	histogram	NOUN
american_scientific_journal-11432	232	25	and	and	CCONJ
american_scientific_journal-11432	232	26	texture	texture	NOUN
american_scientific_journal-11432	232	27	features	feature	NOUN
american_scientific_journal-11432	232	28	,	,	PUNCT
american_scientific_journal-11432	232	29	"	"	PUNCT
american_scientific_journal-11432	232	30	oncotarget	oncotarget	NOUN
american_scientific_journal-11432	232	31	,	,	PUNCT
american_scientific_journal-11432	232	32	vol	vol	NOUN
american_scientific_journal-11432	232	33	.	.	PROPN
american_scientific_journal-11432	232	34	8	8	NUM
american_scientific_journal-11432	232	35	,	,	PUNCT
american_scientific_journal-11432	232	36	no	no	INTJ
american_scientific_journal-11432	232	37	.	.	NOUN
american_scientific_journal-11432	232	38	29	29	NUM
american_scientific_journal-11432	232	39	,	,	PUNCT
american_scientific_journal-11432	232	40	p.	p.	NOUN
american_scientific_journal-11432	232	41	47816	47816	NUM
american_scientific_journal-11432	232	42	,	,	PUNCT
american_scientific_journal-11432	232	43	2017	2017	NUM
american_scientific_journal-11432	232	44	.	.	PUNCT
american_scientific_journal-11432	233	1	[	[	X
american_scientific_journal-11432	233	2	20	20	NUM
american_scientific_journal-11432	233	3	]	]	PUNCT
american_scientific_journal-11432	233	4	s.	s.	PROPN
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american_scientific_journal-11432	233	6	,	,	PUNCT
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american_scientific_journal-11432	233	8	m.	m.	PROPN
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american_scientific_journal-11432	233	10	,	,	PUNCT
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american_scientific_journal-11432	233	12	m.	m.	PROPN
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american_scientific_journal-11432	233	16	a.	a.	PROPN
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american_scientific_journal-11432	233	27	intelligence	intelligence	NOUN
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american_scientific_journal-11432	233	31	x	x	NOUN
american_scientific_journal-11432	233	32	-	-	NOUN
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american_scientific_journal-11432	233	36	and	and	CCONJ
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american_scientific_journal-11432	233	49	and	and	CCONJ
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american_scientific_journal-11432	233	52	,	,	PUNCT
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american_scientific_journal-11432	233	56	,	,	PUNCT
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american_scientific_journal-11432	233	58	.	.	NOUN
american_scientific_journal-11432	233	59	1	1	NUM
american_scientific_journal-11432	233	60	,	,	PUNCT
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american_scientific_journal-11432	233	63	,	,	PUNCT
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american_scientific_journal-11432	233	65	.	.	PUNCT
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american_scientific_journal-11432	234	2	21	21	NUM
american_scientific_journal-11432	234	3	]	]	X
american_scientific_journal-11432	234	4	j.	j.	PROPN
american_scientific_journal-11432	234	5	n.	n.	PROPN
american_scientific_journal-11432	234	6	gachancipa	gachancipa	PROPN
american_scientific_journal-11432	234	7	parga	parga	PROPN
american_scientific_journal-11432	234	8	,	,	PUNCT
american_scientific_journal-11432	234	9	"	"	PUNCT
american_scientific_journal-11432	234	10	computational	computational	ADJ
american_scientific_journal-11432	234	11	models	model	NOUN
american_scientific_journal-11432	234	12	to	to	PART
american_scientific_journal-11432	234	13	detect	detect	VERB
american_scientific_journal-11432	234	14	radiation	radiation	NOUN
american_scientific_journal-11432	234	15	in	in	ADP
american_scientific_journal-11432	234	16	urban	urban	ADJ
american_scientific_journal-11432	234	17	environments	environment	NOUN
american_scientific_journal-11432	234	18	,	,	PUNCT
american_scientific_journal-11432	234	19	"	"	PUNCT
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american_scientific_journal-11432	234	21	.	.	PUNCT
american_scientific_journal-11432	235	1	https://www.davekuhlman.org/python_book_01.pdf	https://www.davekuhlman.org/python_book_01.pdf	X