id	sid	eid	entity	type
ajst-32555	1	1	116	CARDINAL
ajst-32555	1	2	yixiang zhang university	PERSON
ajst-32555	1	3	illinois urbana-champaign	GPE
ajst-32555	1	4	illinois	GPE
ajst-32555	1	5	the united states	GPE
ajst-32555	4	1	three	CARDINAL
ajst-32555	5	1	f1	PERSON
ajst-32555	5	2	roc	GPE
ajst-32555	7	1	monthly	DATE
ajst-32555	10	1	today	DATE
ajst-32555	11	1	1	CARDINAL
ajst-32555	13	1	2	CARDINAL
ajst-32555	15	1	5%	PERCENT
ajst-32555	15	2	25% to 85%	PERCENT
ajst-32555	15	3	3	CARDINAL
ajst-32555	17	1	4	CARDINAL
ajst-32555	18	1	annual	DATE
ajst-32555	18	2	30%	PERCENT
ajst-32555	19	1	5	CARDINAL
ajst-32555	20	1	6	CARDINAL
ajst-32555	23	1	2	CARDINAL
ajst-32555	25	1	117	CARDINAL
ajst-32555	25	2	8	CARDINAL
ajst-32555	28	1	3	CARDINAL
ajst-32555	30	1	ahmad	PERSON
ajst-32555	30	2	jafar, & aljoumaa	ORG
ajst-32555	30	3	93.3%	PERCENT
ajst-32555	30	4	9	CARDINAL
ajst-32555	31	1	xgboost	PERSON
ajst-32555	31	2	9	CARDINAL
ajst-32555	34	1	de caigny	PERSON
ajst-32555	34	2	linear	ORG
ajst-32555	35	1	10	CARDINAL
ajst-32555	37	1	section 2	LAW
ajst-32555	38	1	section 3	LAW
ajst-32555	39	1	section 4	LAW
ajst-32555	40	1	2	CARDINAL
ajst-32555	40	2	2.1	CARDINAL
ajst-32555	40	3	ibm	ORG
ajst-32555	41	1	7,043	CARDINAL
ajst-32555	41	2	21	CARDINAL
ajst-32555	41	3	11	CARDINAL
ajst-32555	43	1	about 73.5%	PERCENT
ajst-32555	43	2	about 26.5%	PERCENT
ajst-32555	43	3	4	CARDINAL
ajst-32555	44	1	1	CARDINAL
ajst-32555	46	1	2	CARDINAL
ajst-32555	48	1	0	CARDINAL
ajst-32555	49	1	first	ORDINAL
ajst-32555	50	1	11	CARDINAL
ajst-32555	50	2	0	CARDINAL
ajst-32555	51	1	8	CARDINAL
ajst-32555	52	1	0	CARDINAL
ajst-32555	53	1	8	CARDINAL
ajst-32555	54	1	1	CARDINAL
ajst-32555	54	2	0	CARDINAL
ajst-32555	55	1	three	CARDINAL
ajst-32555	55	2	one	CARDINAL
ajst-32555	58	1	0	CARDINAL
ajst-32555	58	2	1	CARDINAL
ajst-32555	59	1	118	CARDINAL
ajst-32555	59	2	12	CARDINAL
ajst-32555	62	1	4	CARDINAL
ajst-32555	63	1	1	CARDINAL
ajst-32555	64	1	65+	DATE
ajst-32555	64	2	1	CARDINAL
ajst-32555	64	3	0	CARDINAL
ajst-32555	68	1	months	DATE
ajst-32555	68	2	1	CARDINAL
ajst-32555	68	3	34	DATE
ajst-32555	68	4	72	DATE
ajst-32555	68	5	month-to-month	DATE
ajst-32555	68	6	one year	DATE
ajst-32555	68	7	twoyear	DATE
ajst-32555	70	1	monthly	DATE
ajst-32555	70	2	monthly	DATE
ajst-32555	70	3	29.85	CARDINAL
ajst-32555	70	4	56.95	CARDINAL
ajst-32555	70	5	108.15	CARDINAL
ajst-32555	70	6	29.85	CARDINAL
ajst-32555	70	7	1889.5	CARDINAL
ajst-32555	70	8	8684.8	CARDINAL
ajst-32555	71	1	2.2	CARDINAL
ajst-32555	71	2	three	CARDINAL
ajst-32555	73	1	0	CARDINAL
ajst-32555	73	2	1	CARDINAL
ajst-32555	74	1	4	CARDINAL
ajst-32555	75	1	13	CARDINAL
ajst-32555	79	1	119	CARDINAL
ajst-32555	81	1	xgboost	PERSON
ajst-32555	85	1	xgboost	PERSON
ajst-32555	85	2	14	CARDINAL
ajst-32555	86	1	2.3	CARDINAL
ajst-32555	87	1	73.5%	PERCENT
ajst-32555	89	1	four	CARDINAL
ajst-32555	93	1	precision= tp tp+fp	PERSON
ajst-32555	95	1	f1	PERSON
ajst-32555	96	1	precision×recall precision+recall	PERSON
ajst-32555	96	2	roc	GPE
ajst-32555	97	1	0.5	CARDINAL
ajst-32555	99	1	3	CARDINAL
ajst-32555	99	2	3.1	CARDINAL
ajst-32555	99	3	xgboost	PERSON
ajst-32555	99	4	20%	PERCENT
ajst-32555	100	1	80%	PERCENT
ajst-32555	101	1	2	CARDINAL
ajst-32555	102	1	2	CARDINAL
ajst-32555	102	2	80.4%	PERCENT
ajst-32555	102	3	0.843	CARDINAL
ajst-32555	104	1	nearly half	CARDINAL
ajst-32555	105	1	120	CARDINAL
ajst-32555	105	2	two	CARDINAL
ajst-32555	106	1	0.857	CARDINAL
ajst-32555	106	2	three	CARDINAL
ajst-32555	107	1	xgboost	PERSON
ajst-32555	107	2	xgboost	PERSON
ajst-32555	107	3	xgboost	PERSON
ajst-32555	107	4	f1	PERSON
ajst-32555	108	1	xgboost	PERSON
ajst-32555	111	1	2	CARDINAL
ajst-32555	112	1	f1	PERSON
ajst-32555	112	2	0.651	MONEY
ajst-32555	112	3	0.849 xgboost	QUANTITY
ajst-32555	112	4	0.626	MONEY
ajst-32555	114	1	15	CARDINAL
ajst-32555	115	1	1	CARDINAL
ajst-32555	115	2	15	CARDINAL
ajst-32555	115	3	xgboost	PERSON
ajst-32555	117	1	1	CARDINAL
ajst-32555	117	2	two-year	DATE
ajst-32555	117	3	0.322	CARDINAL
ajst-32555	118	1	one-year	DATE
ajst-32555	118	2	0.133	CARDINAL
ajst-32555	119	1	monthly	DATE
ajst-32555	120	1	2	CARDINAL
ajst-32555	120	2	second	ORDINAL
ajst-32555	120	3	0.216	CARDINAL
ajst-32555	121	1	121	CARDINAL
ajst-32555	122	1	3	CARDINAL
ajst-32555	122	2	sixth	ORDINAL
ajst-32555	122	3	0.018	CARDINAL
ajst-32555	123	1	4	CARDINAL
ajst-32555	123	2	paymentmethod_electronic	NORP
ajst-32555	123	3	0.016	CARDINAL
ajst-32555	124	1	5	CARDINAL
ajst-32555	124	2	monthly	DATE
ajst-32555	124	3	0.012	CARDINAL
ajst-32555	125	1	monthly	DATE
ajst-32555	126	1	6	CARDINAL
ajst-32555	126	2	0.012	CARDINAL
ajst-32555	126	3	0.012	CARDINAL
ajst-32555	129	1	15	CARDINAL
ajst-32555	131	1	4	CARDINAL
ajst-32555	133	1	month-to-month	DATE
ajst-32555	134	1	two-year	DATE
ajst-32555	135	1	first-month	DATE
ajst-32555	138	1	the first three months	DATE
ajst-32555	147	1	5	CARDINAL
ajst-32555	147	2	three	CARDINAL
ajst-32555	148	1	122	CARDINAL
ajst-32555	149	1	0.857	CARDINAL
ajst-32555	150	1	monthly	DATE
ajst-32555	154	1	three	CARDINAL
ajst-32555	157	1	xgboost	PERSON
ajst-32555	159	1	1	CARDINAL
ajst-32555	160	1	2025	CARDINAL
ajst-32555	163	1	2	CARDINAL
ajst-32555	164	1	2025	CARDINAL
ajst-32555	169	1	t., ma	PERSON
ajst-32555	169	2	kim	PERSON
ajst-32555	169	3	k.	PERSON
ajst-32555	169	4	2021	CARDINAL
ajst-32555	171	1	11(11	CARDINAL
ajst-32555	171	2	4742	CARDINAL
ajst-32555	172	1	https://doi.org/10.3390/app11114742	PERSON
ajst-32555	173	1	4	CARDINAL
ajst-32555	173	2	wei	PERSON
ajst-32555	173	3	s.	PERSON
ajst-32555	173	4	2025	DATE
ajst-32555	175	1	134	CARDINAL
ajst-32555	175	2	24–30	DATE
ajst-32555	178	1	5	CARDINAL
ajst-32555	178	2	chang	PERSON
ajst-32555	178	3	xu	PERSON
ajst-32555	178	4	q. a.	PERSON
ajst-32555	178	5	f. o.	PERSON
ajst-32555	178	6	ganatra	ORG
ajst-32555	178	7	m. a.	PERSON
ajst-32555	178	8	2024	CARDINAL
ajst-32555	180	1	17(6	CARDINAL
ajst-32555	180	2	231	CARDINAL
ajst-32555	182	1	6	CARDINAL
ajst-32555	183	1	2025	CARDINAL
ajst-32555	185	1	code/	PERSON
ajst-32555	186	1	7	CARDINAL
ajst-32555	187	1	2019	CARDINAL
ajst-32555	190	1	8	CARDINAL
ajst-32555	191	1	2025	CARDINAL
ajst-32555	192	1	eda &	ORG
ajst-32555	193	1	https://www.kaggle	PERSON
ajst-32555	194	1	code/ jonaspalucibarbosa	PERSON
ajst-32555	195	1	9	CARDINAL
ajst-32555	195	2	ahmad	PERSON
ajst-32555	195	3	j.	PERSON
ajst-32555	195	4	jafar	PERSON
ajst-32555	195	5	r., & aljoumaa	ORG
ajst-32555	195	6	f.	PERSON
ajst-32555	195	7	2025	DATE
ajst-32555	196	1	researchgate	PERSON
ajst-32555	198	1	researchgate	PERSON
ajst-32555	199	1	net/ publication/386615188_customer_churn_prediction_in_telecom_using_machine_learning_and_social_ network_analysis_in_big_data_platform	PERSON
ajst-32555	200	1	10	CARDINAL
ajst-32555	200	2	s.	GPE
ajst-32555	200	3	coussement	PERSON
ajst-32555	200	4	k., & de bock	ORG
ajst-32555	200	5	k.	PERSON
ajst-32555	200	6	2025	DATE
ajst-32555	204	1	11	CARDINAL
ajst-32555	205	1	2025	CARDINAL
ajst-32555	208	1	12	CARDINAL
ajst-32555	209	1	2023	CARDINAL
ajst-32555	212	1	123	CARDINAL
ajst-32555	212	2	13	CARDINAL
ajst-32555	213	1	2020	DATE
ajst-32555	216	1	14	CARDINAL
ajst-32555	216	2	ahmad	PERSON
ajst-32555	216	3	j.	PERSON
ajst-32555	216	4	jafar	PERSON
ajst-32555	216	5	r., & aljoumaa	ORG
ajst-32555	216	6	f.	PERSON
ajst-32555	216	7	2024	CARDINAL
ajst-32555	217	1	researchgate	PERSON
ajst-32555	219	1	researchgate	PERSON
ajst-32555	220	1	net/ publication/386615188_customer_churn_prediction_in_telecom_using_machine_learning_and_social_ network_analysis_in_big_data_platform	PERSON