id	sid	eid	entity	type
easat-4929	1	1	2576-8484	DATE
easat-4929	2	1	9	CARDINAL
easat-4929	2	2	2	CARDINAL
easat-4929	2	3	1803-1829	DATE
easat-4929	2	4	2025	CARDINAL
easat-4929	2	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	2	6	2025	CARDINAL
easat-4929	3	1	2025	CARDINAL
easat-4929	3	2	18	CARDINAL
easat-4929	3	3	27 january 2025	DATE
easat-4929	3	4	30 january 2025	DATE
easat-4929	3	5	20 february 2025	DATE
easat-4929	4	1	cuku1	ORG
easat-4929	4	2	zhilbert tafa2	PERSON
easat-4929	4	3	1canadian	CARDINAL
easat-4929	4	4	tirana	GPE
easat-4929	4	5	albania	GPE
easat-4929	4	6	s.m.	GPE
easat-4929	5	1	lily.cuku@cit.edu.al	PERSON
easat-4929	5	2	l.c.	PERSON
easat-4929	6	1	2international balkan university	ORG
easat-4929	6	2	skopje	GPE
easat-4929	6	3	north macedonia	GPE
easat-4929	6	4	tafaul@t-com.me	ORG
easat-4929	6	5	z.t.	GPE
easat-4929	13	1	30-day	DATE
easat-4929	16	1	healthcare	ORG
easat-4929	17	1	1	CARDINAL
easat-4929	17	2	1.1	CARDINAL
easat-4929	19	1	idf	ORG
easat-4929	19	2	1	CARDINAL
easat-4929	19	3	2021	CARDINAL
easat-4929	19	4	537 million	CARDINAL
easat-4929	19	5	over 783 million	CARDINAL
easat-4929	19	6	2045	CARDINAL
easat-4929	20	1	2	CARDINAL
easat-4929	23	1	medicare & medicaid	ORG
easat-4929	23	2	cms	ORG
easat-4929	24	1	3	CARDINAL
easat-4929	25	1	4	CARDINAL
easat-4929	29	1	14.4%	PERCENT
easat-4929	29	2	22.7%	PERCENT
easat-4929	29	3	8.5%	PERCENT
easat-4929	29	4	13.5%	PERCENT
easat-4929	30	1	5	CARDINAL
easat-4929	31	1	2018	DATE
easat-4929	31	2	122,400	CARDINAL
easat-4929	31	3	approximately $15,200	MONEY
easat-4929	32	1	6	CARDINAL
easat-4929	33	1	1804	DATE
easat-4929	33	2	2576-8484	DATE
easat-4929	34	1	9	CARDINAL
easat-4929	34	2	2	CARDINAL
easat-4929	34	3	1803-1829	DATE
easat-4929	34	4	2025	CARDINAL
easat-4929	34	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	34	6	2025	CARDINAL
easat-4929	37	1	7	CARDINAL
easat-4929	40	1	3	CARDINAL
easat-4929	42	1	8	CARDINAL
easat-4929	43	1	9	CARDINAL
easat-4929	45	1	1.2	CARDINAL
easat-4929	46	1	130-us	MONEY
easat-4929	46	2	years 1999-2008	DATE
easat-4929	46	3	10	CARDINAL
easat-4929	47	1	•	CARDINAL
easat-4929	48	1	•	CARDINAL
easat-4929	48	2	sgd classifier	ORG
easat-4929	48	3	xgboost	PERSON
easat-4929	48	4	rnn	ORG
easat-4929	48	5	30-day	DATE
easat-4929	49	1	f1	PERSON
easat-4929	50	1	11	CARDINAL
easat-4929	51	1	1.3	CARDINAL
easat-4929	52	1	30-day	DATE
easat-4929	52	2	130-us	MONEY
easat-4929	52	3	years 1999-2008	DATE
easat-4929	53	1	50	CARDINAL
easat-4929	53	2	ten years	DATE
easat-4929	53	3	130	CARDINAL
easat-4929	53	4	u.s.	GPE
easat-4929	56	1	30 days	DATE
easat-4929	57	1	1.4	CARDINAL
easat-4929	60	1	rnn	ORG
easat-4929	60	2	one	CARDINAL
easat-4929	60	3	1805	DATE
easat-4929	60	4	2576-8484	DATE
easat-4929	61	1	9	CARDINAL
easat-4929	61	2	2	CARDINAL
easat-4929	61	3	1803-1829	DATE
easat-4929	61	4	2025	CARDINAL
easat-4929	61	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	61	6	2025	CARDINAL
easat-4929	62	1	r2	ORG
easat-4929	62	2	mse	ORG
easat-4929	68	1	2	CARDINAL
easat-4929	69	1	one	CARDINAL
easat-4929	69	2	bayes	ORG
easat-4929	69	3	12	CARDINAL
easat-4929	71	1	2.1	CARDINAL
easat-4929	72	1	medicare	ORG
easat-4929	72	2	13	CARDINAL
easat-4929	74	1	14	CARDINAL
easat-4929	74	2	the united states	GPE
easat-4929	74	3	2017	CARDINAL
easat-4929	74	4	$327 billion	MONEY
easat-4929	74	5	30%	PERCENT
easat-4929	76	1	2016	CARDINAL
easat-4929	76	2	15	CARDINAL
easat-4929	78	1	2.2	CARDINAL
easat-4929	79	1	american nurse article	ORG
easat-4929	79	2	16	CARDINAL
easat-4929	80	1	soh	GPE
easat-4929	81	1	17	CARDINAL
easat-4929	83	1	1806	CARDINAL
easat-4929	83	2	2576-8484	DATE
easat-4929	84	1	9	CARDINAL
easat-4929	84	2	2	CARDINAL
easat-4929	84	3	1803-1829	DATE
easat-4929	84	4	2025	CARDINAL
easat-4929	84	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	84	6	2025	CARDINAL
easat-4929	84	7	2.3	CARDINAL
easat-4929	87	1	30-day	DATE
easat-4929	89	1	ann	PERSON
easat-4929	89	2	18	CARDINAL
easat-4929	90	1	bayes	ORG
easat-4929	92	1	19	CARDINAL
easat-4929	93	1	30-day	DATE
easat-4929	93	2	20	CARDINAL
easat-4929	94	1	bayes	ORG
easat-4929	97	1	3	CARDINAL
easat-4929	98	1	3.1	CARDINAL
easat-4929	98	2	130-us	MONEY
easat-4929	98	3	years 1999-2008	DATE
easat-4929	98	4	ci	PERSON
easat-4929	99	1	130	CARDINAL
easat-4929	99	2	a span of ten years	DATE
easat-4929	99	3	1999-2008	DATE
easat-4929	100	1	101,766	CARDINAL
easat-4929	100	2	50	CARDINAL
easat-4929	103	1	the year	DATE
easat-4929	109	1	1807	CARDINAL
easat-4929	109	2	2576-8484	DATE
easat-4929	110	1	9	CARDINAL
easat-4929	110	2	2	CARDINAL
easat-4929	110	3	1803-1829	DATE
easat-4929	110	4	2025	CARDINAL
easat-4929	110	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	110	6	2025	CARDINAL
easat-4929	111	1	96.86%	PERCENT
easat-4929	111	2	49.08%	PERCENT
easat-4929	111	3	39.56%	PERCENT
easat-4929	113	1	2.23%	PERCENT
easat-4929	113	2	0.02%	PERCENT
easat-4929	113	3	diag_2	ORG
easat-4929	113	4	0.35%	PERCENT
easat-4929	113	5	1.40%	PERCENT
easat-4929	114	1	only one	CARDINAL
easat-4929	115	1	71,518	CARDINAL
easat-4929	116	1	30,248	CARDINAL
easat-4929	120	1	1	CARDINAL
easat-4929	120	2	1	CARDINAL
easat-4929	124	1	three	CARDINAL
easat-4929	125	1	30	CARDINAL
easat-4929	125	2	more than 30 days	DATE
easat-4929	126	1	30	CARDINAL
easat-4929	126	2	30 days	DATE
easat-4929	126	3	2	CARDINAL
easat-4929	126	4	30	CARDINAL
easat-4929	126	5	only 11.2%	PERCENT
easat-4929	129	1	less than	CARDINAL
easat-4929	129	2	30-day	DATE
easat-4929	129	3	3	CARDINAL
easat-4929	131	1	1808	DATE
easat-4929	131	2	2576-8484	DATE
easat-4929	132	1	9	CARDINAL
easat-4929	132	2	2	CARDINAL
easat-4929	132	3	1803-1829	DATE
easat-4929	132	4	2025	CARDINAL
easat-4929	132	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	132	6	2025	CARDINAL
easat-4929	132	7	first	ORDINAL
easat-4929	133	1	eda	ORG
easat-4929	135	1	3.1.1	CARDINAL
easat-4929	135	2	icd9	ORG
easat-4929	135	3	diag_2	ORG
easat-4929	141	1	nearly 48.9%	PERCENT
easat-4929	142	1	96.88%	PERCENT
easat-4929	148	1	2	CARDINAL
easat-4929	151	1	1809	DATE
easat-4929	151	2	2576-8484	DATE
easat-4929	152	1	9	CARDINAL
easat-4929	152	2	2	CARDINAL
easat-4929	152	3	1803-1829	DATE
easat-4929	152	4	2025	CARDINAL
easat-4929	152	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	152	6	2025	CARDINAL
easat-4929	152	7	5	CARDINAL
easat-4929	155	1	30 days	DATE
easat-4929	157	1	one	CARDINAL
easat-4929	159	1	three	CARDINAL
easat-4929	159	2	one	CARDINAL
easat-4929	160	1	1	CARDINAL
easat-4929	164	1	-99	WORK_OF_ART
easat-4929	165	1	200	CARDINAL
easat-4929	165	2	300	CARDINAL
easat-4929	167	1	max_glu_serum_not_taken	PERSON
easat-4929	168	1	1	CARDINAL
easat-4929	168	2	0	CARDINAL
easat-4929	170	1	-99	PERSON
easat-4929	172	1	8'	CARDINAL
easat-4929	172	2	1	CARDINAL
easat-4929	174	1	a1cresult_not_taken	ORG
easat-4929	175	1	1	CARDINAL
easat-4929	175	2	0	CARDINAL
easat-4929	177	1	1	CARDINAL
easat-4929	178	1	1	CARDINAL
easat-4929	180	1	1810	CARDINAL
easat-4929	180	2	2576-8484	DATE
easat-4929	181	1	9	CARDINAL
easat-4929	181	2	2	CARDINAL
easat-4929	181	3	1803-1829	DATE
easat-4929	181	4	2025	CARDINAL
easat-4929	181	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	181	6	2025	CARDINAL
easat-4929	181	7	3	CARDINAL
easat-4929	184	1	eda	ORG
easat-4929	184	2	•	CARDINAL
easat-4929	185	1	•	CARDINAL
easat-4929	186	1	•	CARDINAL
easat-4929	188	1	caucasian	NORP
easat-4929	188	2	african american	NORP
easat-4929	188	3	second	ORDINAL
easat-4929	192	1	70-80	CARDINAL
easat-4929	192	2	25.6%	PERCENT
easat-4929	192	3	60-70	CARDINAL
easat-4929	192	4	22.1%	PERCENT
easat-4929	195	1	medicare	ORG
easat-4929	196	1	96.9%	PERCENT
easat-4929	198	1	caucasian	NORP
easat-4929	198	2	african americans	NORP
easat-4929	200	1	70-80	DATE
easat-4929	200	2	60-70	CARDINAL
easat-4929	200	3	80-90	DATE
easat-4929	204	1	1811	CARDINAL
easat-4929	204	2	2576-8484	DATE
easat-4929	205	1	9	CARDINAL
easat-4929	205	2	2	CARDINAL
easat-4929	205	3	1803-1829	DATE
easat-4929	205	4	2025	CARDINAL
easat-4929	205	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	205	6	2025	CARDINAL
easat-4929	205	7	max	PERSON
easat-4929	206	1	300	CARDINAL
easat-4929	206	2	200	CARDINAL
easat-4929	210	1	69,252	CARDINAL
easat-4929	210	2	9,111	CARDINAL
easat-4929	213	1	1	CARDINAL
easat-4929	215	1	2	CARDINAL
easat-4929	215	2	3	CARDINAL
easat-4929	216	1	1	CARDINAL
easat-4929	216	2	2	CARDINAL
easat-4929	218	1	4	CARDINAL
easat-4929	221	1	4	CARDINAL
easat-4929	221	2	1812	DATE
easat-4929	221	3	2576-8484	DATE
easat-4929	222	1	9	CARDINAL
easat-4929	222	2	2	CARDINAL
easat-4929	222	3	1803-1829	DATE
easat-4929	222	4	2025	CARDINAL
easat-4929	222	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	222	6	2025	CARDINAL
easat-4929	222	7	8	CARDINAL
easat-4929	227	1	0.6234	CARDINAL
easat-4929	231	1	less than 1%	PERCENT
easat-4929	232	1	anova	ORG
easat-4929	234	1	acarbose	GPE
easat-4929	234	2	miglitol	ORG
easat-4929	234	3	troglitazone	GPE
easat-4929	237	1	3.2	CARDINAL
easat-4929	239	1	integer	ORG
easat-4929	242	1	one	CARDINAL
easat-4929	243	1	a year	DATE
easat-4929	244	1	one	CARDINAL
easat-4929	252	1	first	ORDINAL
easat-4929	253	1	3	CARDINAL
easat-4929	253	2	1813	DATE
easat-4929	253	3	2576-8484	DATE
easat-4929	254	1	9	CARDINAL
easat-4929	254	2	2	CARDINAL
easat-4929	254	3	1803-1829	DATE
easat-4929	254	4	2025	CARDINAL
easat-4929	254	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	254	6	2025	CARDINAL
easat-4929	257	1	yeo-johnson	ORG
easat-4929	261	1	first	ORDINAL
easat-4929	262	1	time_in_hospital	ORG
easat-4929	262	2	5.682	CARDINAL
easat-4929	263	1	yeo-johnson	ORG
easat-4929	265	1	5.682	CARDINAL
easat-4929	265	2	1.341	CARDINAL
easat-4929	265	3	0.020	CARDINAL
easat-4929	267	1	yeo-johnson	ORG
easat-4929	269	1	5	CARDINAL
easat-4929	270	1	1814	DATE
easat-4929	270	2	2576-8484	DATE
easat-4929	271	1	9	CARDINAL
easat-4929	271	2	2	CARDINAL
easat-4929	271	3	1803-1829	DATE
easat-4929	271	4	2025	CARDINAL
easat-4929	271	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	271	6	2025	CARDINAL
easat-4929	272	1	0	CARDINAL
easat-4929	272	2	1	CARDINAL
easat-4929	277	1	1	CARDINAL
easat-4929	277	2	3.3	CARDINAL
easat-4929	278	1	•	CARDINAL
easat-4929	278	2	pearson	ORG
easat-4929	279	1	•	CARDINAL
easat-4929	279	2	linear	ORG
easat-4929	282	1	5	CARDINAL
easat-4929	285	1	time_in_hospital	ORG
easat-4929	285	2	0.47	CARDINAL
easat-4929	287	1	0.36	CARDINAL
easat-4929	287	2	time_in_hospital	ORG
easat-4929	287	3	0.33	CARDINAL
easat-4929	290	1	1	CARDINAL
easat-4929	291	1	1.51	CARDINAL
easat-4929	291	2	time_in_hospital	ORG
easat-4929	291	3	1.37	CARDINAL
easat-4929	296	1	time_in_hospital	ORG
easat-4929	296	2	0.5	CARDINAL
easat-4929	297	1	time_in_hospital	ORG
easat-4929	297	2	number_of_medications	CARDINAL
easat-4929	299	1	1815	CARDINAL
easat-4929	299	2	2576-8484	DATE
easat-4929	300	1	9	CARDINAL
easat-4929	300	2	2	CARDINAL
easat-4929	300	3	1803-1829	DATE
easat-4929	300	4	2025	CARDINAL
easat-4929	300	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	300	6	2025	CARDINAL
easat-4929	303	1	21	CARDINAL
easat-4929	304	1	123	CARDINAL
easat-4929	306	1	30%	PERCENT
easat-4929	307	1	15%	PERCENT
easat-4929	308	1	70%	PERCENT
easat-4929	309	1	89%	PERCENT
easat-4929	309	2	11%	PERCENT
easat-4929	311	1	3.4	CARDINAL
easat-4929	314	1	61,154	CARDINAL
easat-4929	314	2	only 7,831	CARDINAL
easat-4929	315	1	6	CARDINAL
easat-4929	315	2	6	CARDINAL
easat-4929	317	1	2576-8484	DATE
easat-4929	318	1	9	CARDINAL
easat-4929	318	2	2	CARDINAL
easat-4929	318	3	1803-1829	DATE
easat-4929	318	4	2025	CARDINAL
easat-4929	318	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	318	6	2025	CARDINAL
easat-4929	318	7	3.5	CARDINAL
easat-4929	322	1	two	CARDINAL
easat-4929	323	1	22	CARDINAL
easat-4929	324	1	k_neighbors=5	PERSON
easat-4929	324	2	five	CARDINAL
easat-4929	330	1	•	CARDINAL
easat-4929	330	2	0	CARDINAL
easat-4929	330	3	61,154	CARDINAL
easat-4929	330	4	•	CARDINAL
easat-4929	330	5	1	CARDINAL
easat-4929	330	6	61,154	CARDINAL
easat-4929	333	1	3.6	CARDINAL
easat-4929	334	1	sgd classifier	ORG
easat-4929	334	2	xgboost	PERSON
easat-4929	334	3	rnn	ORG
easat-4929	341	1	23	CARDINAL
easat-4929	341	2	sgd	ORG
easat-4929	344	1	24	CARDINAL
easat-4929	346	1	khanna	PERSON
easat-4929	347	1	25	CARDINAL
easat-4929	349	1	1817	DATE
easat-4929	349	2	2576-8484	DATE
easat-4929	350	1	9	CARDINAL
easat-4929	350	2	2	CARDINAL
easat-4929	350	3	1803-1829	DATE
easat-4929	350	4	2025	CARDINAL
easat-4929	350	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	350	6	2025	CARDINAL
easat-4929	351	1	26	CARDINAL
easat-4929	352	1	xgboost	PERSON
easat-4929	355	1	26	CARDINAL
easat-4929	357	1	8	CARDINAL
easat-4929	362	1	8	CARDINAL
easat-4929	368	1	f1	PERSON
easat-4929	369	1	mse	ORG
easat-4929	369	2	r2	GPE
easat-4929	371	1	roc	GPE
easat-4929	372	1	9	CARDINAL
easat-4929	372	2	1	CARDINAL
easat-4929	374	1	0	CARDINAL
easat-4929	374	2	1	CARDINAL
easat-4929	374	3	1	CARDINAL
easat-4929	374	4	0.5	CARDINAL
easat-4929	376	1	mse	ORG
easat-4929	385	1	27	CARDINAL
easat-4929	388	1	1818	DATE
easat-4929	388	2	2576-8484	DATE
easat-4929	389	1	9	CARDINAL
easat-4929	389	2	2	CARDINAL
easat-4929	389	3	1803-1829	DATE
easat-4929	389	4	2025	CARDINAL
easat-4929	389	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	389	6	2025	CARDINAL
easat-4929	389	7	f1	PERSON
easat-4929	390	1	2	CARDINAL
easat-4929	392	1	27	CARDINAL
easat-4929	393	1	1	CARDINAL
easat-4929	394	1	1	CARDINAL
easat-4929	395	1	3.6.1	CARDINAL
easat-4929	395	2	x_train	ORG
easat-4929	396	1	f1	PERSON
easat-4929	398	1	0.782	CARDINAL
easat-4929	398	2	0.569	CARDINAL
easat-4929	399	1	sgd	ORG
easat-4929	399	2	0.692	CARDINAL
easat-4929	399	3	0.585	CARDINAL
easat-4929	401	1	0.848	CARDINAL
easat-4929	401	2	0.457	CARDINAL
easat-4929	402	1	xgboost	PERSON
easat-4929	403	1	0.974	CARDINAL
easat-4929	403	2	0.438	CARDINAL
easat-4929	403	3	0.945	CARDINAL
easat-4929	403	4	0.438	CARDINAL
easat-4929	404	1	7	CARDINAL
easat-4929	405	1	lr	ORG
easat-4929	405	2	sgd	ORG
easat-4929	406	1	1819	CARDINAL
easat-4929	406	2	2576-8484	DATE
easat-4929	407	1	9	CARDINAL
easat-4929	407	2	2	CARDINAL
easat-4929	407	3	1803-1829	DATE
easat-4929	407	4	2025	CARDINAL
easat-4929	407	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	407	6	2025	CARDINAL
easat-4929	407	7	7	CARDINAL
easat-4929	410	1	rnn	ORG
easat-4929	413	1	0.51	CARDINAL
easat-4929	413	2	0.50	CARDINAL
easat-4929	417	1	•	CARDINAL
easat-4929	417	2	0.51 •	CARDINAL
easat-4929	417	3	0.50 •	CARDINAL
easat-4929	417	4	0.547	CARDINAL
easat-4929	417	5	3	CARDINAL
easat-4929	417	6	cv	PERSON
easat-4929	417	7	0.668	CARDINAL
easat-4929	417	8	•	CARDINAL
easat-4929	417	9	rbf •	ORG
easat-4929	417	10	0.01 •	CARDINAL
easat-4929	417	11	•	CARDINAL
easat-4929	417	12	rnn	ORG
easat-4929	418	1	1820	DATE
easat-4929	418	2	2576-8484	DATE
easat-4929	419	1	9	CARDINAL
easat-4929	419	2	2	CARDINAL
easat-4929	419	3	1803-1829	DATE
easat-4929	419	4	2025	CARDINAL
easat-4929	419	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	419	6	2025	CARDINAL
easat-4929	419	7	rnn	ORG
easat-4929	420	1	rnn	ORG
easat-4929	420	2	0.66	CARDINAL
easat-4929	420	3	rnn	ORG
easat-4929	420	4	0.665	CARDINAL
easat-4929	420	5	0.6657 %	PERCENT
easat-4929	420	6	8)	CARDINAL
easat-4929	420	7	8	CARDINAL
easat-4929	421	1	rnn	ORG
easat-4929	423	1	mse	ORG
easat-4929	425	1	30-day	DATE
easat-4929	425	2	mse	ORG
easat-4929	425	3	9	CARDINAL
easat-4929	427	1	0.7999	CARDINAL
easat-4929	427	2	mse	ORG
easat-4929	427	3	0.0198	CARDINAL
easat-4929	427	4	0.1121	CARDINAL
easat-4929	427	5	0.9247	ORG
easat-4929	427	6	0.0730	CARDINAL
easat-4929	427	7	0.0269	CARDINAL
easat-4929	427	8	mse	ORG
easat-4929	427	9	0.0918	CARDINAL
easat-4929	427	10	mse	ORG
easat-4929	427	11	0.0970	CARDINAL
easat-4929	427	12	0.0461 1821	PERCENT
easat-4929	427	13	2576-8484	DATE
easat-4929	428	1	9	CARDINAL
easat-4929	428	2	2	CARDINAL
easat-4929	428	3	1803-1829	DATE
easat-4929	428	4	2025	CARDINAL
easat-4929	428	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	428	6	2025	CARDINAL
easat-4929	428	7	9	CARDINAL
easat-4929	428	8	mse	ORG
easat-4929	429	1	sgd	ORG
easat-4929	430	1	1822	DATE
easat-4929	430	2	2576-8484	DATE
easat-4929	431	1	9	CARDINAL
easat-4929	431	2	2	CARDINAL
easat-4929	431	3	1803-1829	DATE
easat-4929	431	4	2025	CARDINAL
easat-4929	431	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	431	6	2025	CARDINAL
easat-4929	435	1	0.547	CARDINAL
easat-4929	436	1	rnn	ORG
easat-4929	436	2	0.02	CARDINAL
easat-4929	436	3	0.1	CARDINAL
easat-4929	436	4	0.66	CARDINAL
easat-4929	436	5	0.09	CARDINAL
easat-4929	436	6	mse	ORG
easat-4929	437	1	0.07	CARDINAL
easat-4929	437	2	0.02	CARDINAL
easat-4929	437	3	0.8	CARDINAL
easat-4929	437	4	-0.1	ORG
easat-4929	437	5	cv	ORG
easat-4929	437	6	xgboost	PERSON
easat-4929	439	1	cv	ORG
easat-4929	442	1	10	CARDINAL
easat-4929	444	1	sgd	ORG
easat-4929	445	1	rnn	ORG
easat-4929	445	2	rnn	ORG
easat-4929	445	3	0.665	CARDINAL
easat-4929	445	4	sdg	ORG
easat-4929	446	1	rnn	ORG
easat-4929	446	2	28	CARDINAL
easat-4929	447	1	0.438	CARDINAL
easat-4929	447	2	0.473	CARDINAL
easat-4929	449	1	gbc	ORG
easat-4929	449	2	0.498	CARDINAL
easat-4929	449	3	0.444	CARDINAL
easat-4929	452	1	2576-8484	DATE
easat-4929	453	1	9	CARDINAL
easat-4929	453	2	2	CARDINAL
easat-4929	453	3	1803-1829	DATE
easat-4929	453	4	2025	CARDINAL
easat-4929	453	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	453	6	2025	CARDINAL
easat-4929	454	1	10	CARDINAL
easat-4929	455	1	3.6.2	CARDINAL
easat-4929	458	1	f1	PERSON
easat-4929	459	1	0.7	CARDINAL
easat-4929	460	1	4	CARDINAL
easat-4929	462	1	4.1	CARDINAL
easat-4929	463	1	sgd	ORG
easat-4929	463	2	gbc	ORG
easat-4929	463	3	xgboost	PERSON
easat-4929	464	1	•	CARDINAL
easat-4929	464	2	•	CARDINAL
easat-4929	464	3	•	CARDINAL
easat-4929	464	4	•	CARDINAL
easat-4929	464	5	1824	CARDINAL
easat-4929	464	6	2576-8484	DATE
easat-4929	465	1	9	CARDINAL
easat-4929	465	2	2	CARDINAL
easat-4929	465	3	1803-1829	DATE
easat-4929	465	4	2025	CARDINAL
easat-4929	465	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	465	6	2025	CARDINAL
easat-4929	465	7	•	CARDINAL
easat-4929	465	8	•	DATE
easat-4929	467	1	•	CARDINAL
easat-4929	467	2	1.83	CARDINAL
easat-4929	468	1	•	CARDINAL
easat-4929	468	2	1.51	CARDINAL
easat-4929	469	1	•	CARDINAL
easat-4929	469	2	34%	PERCENT
easat-4929	470	1	4.2	CARDINAL
easat-4929	471	1	11	CARDINAL
easat-4929	472	1	1825	DATE
easat-4929	472	2	2576-8484	DATE
easat-4929	473	1	9	CARDINAL
easat-4929	473	2	2	CARDINAL
easat-4929	473	3	1803-1829	DATE
easat-4929	473	4	2025	CARDINAL
easat-4929	473	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	473	6	2025	CARDINAL
easat-4929	473	7	11	CARDINAL
easat-4929	475	1	0.782	CARDINAL
easat-4929	475	2	0.731	CARDINAL
easat-4929	475	3	0.208	CARDINAL
easat-4929	476	1	0.692	CARDINAL
easat-4929	476	2	0.588	CARDINAL
easat-4929	476	3	0.201	CARDINAL
easat-4929	477	1	0.869	CARDINAL
easat-4929	477	2	0.417	CARDINAL
easat-4929	477	3	0	CARDINAL
easat-4929	478	1	0.848	CARDINAL
easat-4929	478	2	0.457	CARDINAL
easat-4929	478	3	f1	PERSON
easat-4929	478	4	0.198	CARDINAL
easat-4929	479	1	around 0.498	CARDINAL
easat-4929	479	2	0.438	CARDINAL
easat-4929	480	1	4.3	CARDINAL
easat-4929	480	2	xgboost	PERSON
easat-4929	482	1	1826	DATE
easat-4929	482	2	2576-8484	DATE
easat-4929	483	1	9	CARDINAL
easat-4929	483	2	2	CARDINAL
easat-4929	483	3	1803-1829	DATE
easat-4929	483	4	2025	CARDINAL
easat-4929	483	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	483	6	2025	CARDINAL
easat-4929	484	1	12	CARDINAL
easat-4929	486	1	12	CARDINAL
easat-4929	486	2	sgd	ORG
easat-4929	486	3	0.588	CARDINAL
easat-4929	486	4	0.609	CARDINAL
easat-4929	486	5	0.692	CARDINAL
easat-4929	486	6	0.685	CARDINAL
easat-4929	487	1	0.974	CARDINAL
easat-4929	487	2	0.945	CARDINAL
easat-4929	487	3	0.498	CARDINAL
easat-4929	487	4	0.444	CARDINAL
easat-4929	488	1	0.438	CARDINAL
easat-4929	488	2	0.473	CARDINAL
easat-4929	488	3	0.945	CARDINAL
easat-4929	488	4	0.973	CARDINAL
easat-4929	489	1	4.4	CARDINAL
easat-4929	489	2	xgboost	PERSON
easat-4929	492	1	2	CARDINAL
easat-4929	493	1	0.685	CARDINAL
easat-4929	493	2	0.52	CARDINAL
easat-4929	493	3	0.475	MONEY
easat-4929	493	4	0.056	CARDINAL
easat-4929	493	5	0.984	CARDINAL
easat-4929	493	6	0.448	MONEY
easat-4929	493	7	0.5 0.112	QUANTITY
easat-4929	493	8	0.105	CARDINAL
easat-4929	493	9	1827	DATE
easat-4929	493	10	2576-8484	DATE
easat-4929	494	1	9	CARDINAL
easat-4929	494	2	2	CARDINAL
easat-4929	494	3	1803-1829	DATE
easat-4929	494	4	2025	CARDINAL
easat-4929	494	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	494	6	2025	CARDINAL
easat-4929	497	1	0.7	CARDINAL
easat-4929	498	1	2	CARDINAL
easat-4929	498	2	4.5	CARDINAL
easat-4929	501	1	19	CARDINAL
easat-4929	513	1	cv	ORG
easat-4929	513	2	cv	ORG
easat-4929	523	1	5	CARDINAL
easat-4929	524	1	xgboost	PERSON
easat-4929	525	1	1828	DATE
easat-4929	525	2	2576-8484	DATE
easat-4929	526	1	9	CARDINAL
easat-4929	526	2	2	CARDINAL
easat-4929	526	3	1803-1829	DATE
easat-4929	526	4	2025	CARDINAL
easat-4929	526	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	526	6	2025	CARDINAL
easat-4929	533	1	2025	CARDINAL
easat-4929	534	1	https://creativecommons.org/licenses/by/4.0/	WORK_OF_ART
easat-4929	535	1	1	CARDINAL
easat-4929	535	2	i. d. federation	ORG
easat-4929	535	3	idf	NORP
easat-4929	535	4	atlas	PERSON
easat-4929	535	5	2022	CARDINAL
easat-4929	536	1	2	CARDINAL
easat-4929	536	2	i. d. federation	ORG
easat-4929	538	1	2024	DATE
easat-4929	539	1	3	CARDINAL
easat-4929	539	2	2023	CARDINAL
easat-4929	540	1	4	CARDINAL
easat-4929	540	2	medicare & medicaid services	ORG
easat-4929	541	1	10	CARDINAL
easat-4929	541	2	2024	DATE
easat-4929	542	1	5	CARDINAL
easat-4929	542	2	30-day	DATE
easat-4929	542	3	3	CARDINAL
easat-4929	543	1	1-8	DATE
easat-4929	543	2	2017	DATE
easat-4929	544	1	6	CARDINAL
easat-4929	544	2	h. j. j. audrey	PERSON
easat-4929	544	3	j. weiss	PERSON
easat-4929	544	4	2018	DATE
easat-4929	545	1	18	CARDINAL
easat-4929	545	2	2021	CARDINAL
easat-4929	546	1	7	CARDINAL
easat-4929	546	2	d. j. rubin	PERSON
easat-4929	546	3	18	CARDINAL
easat-4929	546	4	4, 2018	DATE
easat-4929	548	1	8	CARDINAL
easat-4929	548	2	i. goodfellow	PERSON
easat-4929	548	3	y. bengio	PERSON
easat-4929	548	4	a. courville	PERSON
easat-4929	549	1	cambridge	GPE
easat-4929	549	2	massachusetts	GPE
easat-4929	551	1	9	CARDINAL
easat-4929	553	1	cambridge	GPE
easat-4929	553	2	2022	CARDINAL
easat-4929	554	1	10	CARDINAL
easat-4929	554	2	i. university of california	ORG
easat-4929	554	3	uci	ORG
easat-4929	555	1	130-us	MONEY
easat-4929	555	2	years 1999–2008	DATE
easat-4929	556	1	uc irvine	ORG
easat-4929	557	1	2014	DATE
easat-4929	558	1	11	CARDINAL
easat-4929	558	2	a. géron	PERSON
easat-4929	559	1	media, inc. https://doi.org/10.1007/s13246-020-00913-z	ORG
easat-4929	559	2	2019	DATE
easat-4929	560	1	12	CARDINAL
easat-4929	560	2	z. tafa	PERSON
easat-4929	560	3	7	CARDINAL
easat-4929	560	4	2	CARDINAL
easat-4929	561	1	124–128	CARDINAL
easat-4929	561	2	2016	DATE
easat-4929	563	1	13	CARDINAL
easat-4929	563	2	j. s. weissman	PERSON
easat-4929	563	3	j. z. ayanian	PERSON
easat-4929	563	4	s. chasan-taber	PERSON
easat-4929	563	5	m. j. sherwood	PERSON
easat-4929	563	6	c. roth	PERSON
easat-4929	563	7	a. m. epstein	PERSON
easat-4929	563	8	37	DATE
easat-4929	563	9	5	CARDINAL
easat-4929	564	1	490-501	CARDINAL
easat-4929	564	2	1999	DATE
easat-4929	565	1	14	CARDINAL
easat-4929	565	2	2017	DATE
easat-4929	565	3	41	CARDINAL
easat-4929	565	4	5	CARDINAL
easat-4929	566	1	917-928	CARDINAL
easat-4929	566	2	2018	DATE
easat-4929	567	1	15	CARDINAL
easat-4929	567	2	h. j. jiang	PERSON
easat-4929	567	3	m. henschel	PERSON
easat-4929	567	4	30-day	DATE
easat-4929	567	5	2016–2020	CARDINAL
easat-4929	568	1	304	CARDINAL
easat-4929	569	1	rockville	GPE
easat-4929	569	2	md	GPE
easat-4929	569	3	2023	CARDINAL
easat-4929	570	1	16	CARDINAL
easat-4929	570	2	a. nurse	PERSON
easat-4929	570	3	american nurse	ORG
easat-4929	570	4	2023	CARDINAL
easat-4929	572	1	2576-8484	DATE
easat-4929	573	1	9	CARDINAL
easat-4929	573	2	2	CARDINAL
easat-4929	573	3	1803-1829	DATE
easat-4929	573	4	2025	CARDINAL
easat-4929	573	5	10.55214/25768484.v9i2.4929	CARDINAL
easat-4929	573	6	2025	CARDINAL
easat-4929	574	1	17	CARDINAL
easat-4929	574	2	j. g. s. soh	PERSON
easat-4929	574	3	w. p. wong	PERSON
easat-4929	574	4	a. mukhopadhyay	PERSON
easat-4929	574	5	s. c. quek	PERSON
easat-4929	574	6	b. c. tai	PERSON
easat-4929	574	7	30-day	DATE
easat-4929	574	8	8	CARDINAL
easat-4929	574	9	1	CARDINAL
easat-4929	574	10	2020	DATE
easat-4929	575	1	18	CARDINAL
easat-4929	575	2	x. xiang	PERSON
easat-4929	575	3	c. liu	PERSON
easat-4929	575	4	y. zhang	PERSON
easat-4929	575	5	w. xiang	PERSON
easat-4929	575	6	30-day	DATE
easat-4929	575	7	asian pacific journal	ORG
easat-4929	576	1	14	DATE
easat-4929	576	2	9	CARDINAL
easat-4929	577	1	417-428	CARDINAL
easat-4929	577	2	2021	DATE
easat-4929	578	1	19	CARDINAL
easat-4929	578	2	m. s. bhuvan	PERSON
easat-4929	578	3	a. kumar	PERSON
easat-4929	578	4	a. zafar	PERSON
easat-4929	578	5	v. kishore	PERSON
easat-4929	578	6	arxiv preprint arxiv:1602.04257	ORG
easat-4929	578	7	2016	DATE
easat-4929	580	1	20	CARDINAL
easat-4929	580	2	y. shang et al.	PERSON
easat-4929	580	3	30-days	DATE
easat-4929	580	4	bmc medical informatics	ORG
easat-4929	580	5	21	DATE
easat-4929	581	1	1-11	CARDINAL
easat-4929	581	2	2021	DATE
easat-4929	582	1	21	CARDINAL
easat-4929	582	2	r. narayanan	PERSON
easat-4929	582	3	https://builtin.com/machine-learning/data-leakage	ORG
easat-4929	582	4	2023	CARDINAL
easat-4929	583	1	22	CARDINAL
easat-4929	584	1	jan. 19	DATE
easat-4929	584	2	2023	CARDINAL
easat-4929	585	1	23	CARDINAL
easat-4929	586	1	sep. 9, 2020	DATE
easat-4929	586	2	2020	DATE
easat-4929	587	1	24	CARDINAL
easat-4929	587	2	0.22	CARDINAL
easat-4929	587	3	2009	DATE
easat-4929	588	1	25	CARDINAL
easat-4929	588	2	khanna	PERSON
easat-4929	588	3	2024	DATE
easat-4929	589	1	26	CARDINAL
easat-4929	589	2	d. nelson	PERSON
easat-4929	589	3	https://stackabuse.com/gradient-boosting-classifiers-in-python-with-scikit-learn	ORG
easat-4929	589	4	2019	DATE
easat-4929	590	1	27	CARDINAL
easat-4929	591	1	2023	CARDINAL
easat-4929	592	1	28	CARDINAL
easat-4929	592	2	s. meda	PERSON
easat-4929	592	3	e. domazet	PERSON
easat-4929	592	4	cit review journal	ORG
easat-4929	593	1	2024	DATE
easat-4929	594	1	https://scikit-learn.org/stable/modules/sgd.html https://scikit-learn.org/stable/modules/tree.html https://scikit-learn.org/stable/modules/tree.html	PERSON