Split (1)

train · 20.3k rows

age int64	sex int64	on_thyroxine int64	on_antithyroid_meds int64	sick int64	pregnant int64	thyroid_surgery int64	I131_treatment int64	query_hypothyroid int64	query_hyperthyroid int64	goitre int64	tumor int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
27	1	0	0	0	0	0	0	0	0	0	0	1.8	2.5	97	1	85	0	1	Negative
88	0	0	0	0	0	0	0	0	0	0	0	0.83	1.5	89	0.94	95	0	3	Negative
43	1	0	0	0	0	0	0	0	0	0	0	2.2	2.3	87	0.93	94	0	5	Negative
67	0	1	0	0	0	0	0	0	0	0	0	0.015	4.2	188	1.39	135	0	5	Negative
23	0	0	0	0	0	0	0	0	0	0	0	1.6	2.7	138	1.34	103	0	5	Negative
53	0	1	0	0	0	1	0	0	0	0	0	0.03	0	52	1.09	140	0	5	Negative
21	1	0	0	0	0	0	0	0	0	0	0	2.3	1.6	88	1.01	87	0	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	0.9	2.3	129	1.29	100	0	0	Negative
30	0	0	0	0	0	0	0	0	0	0	0	4.3	2	82	0	0	0	5	Negative
35	1	0	0	0	0	0	0	0	0	0	0	1.2	2.7	137	1.19	115	0	1	Negative
35	0	0	0	0	0	0	0	0	0	0	0	2.3	2.3	83	1.19	69	0	1	Negative
35	0	0	0	0	0	0	0	0	0	0	0	2.5	1.2	124	1.12	111	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	1.7	2	78	0.84	93	0	5	Negative
69	0	1	0	0	0	0	0	0	0	0	0	5.9	1.8	163	1.09	149	0	5	Negative
69	0	1	0	0	0	0	1	0	0	0	0	1.3	1.7	116	0.95	122	0	5	Negative
31	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	9.599999	5	Negative
31	1	0	0	0	0	0	0	0	0	0	0	1.3	1.5	101	0.89	113	0	3	Negative
71	0	0	0	0	0	0	0	0	0	0	0	0.59	2.1	119	1.08	110	0	1	Negative
44	1	0	0	0	0	0	0	0	0	0	0	2.8	2.3	129	1.24	103	0	1	Negative
44	0	0	0	0	0	0	0	0	0	0	0	5.9	2.4	61	0	0	0	5	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0.91	1.8	93	1.04	89	0	3	Negative
51	0	0	0	0	0	0	0	0	0	0	0	2	1.8	68	0.79	86	0	3	Negative
18	0	0	0	0	0	1	0	0	0	0	0	16	1.3	75	1.11	68	0	3	Hyperthyroid
75	0	0	0	0	0	0	0	0	0	0	0	3.8	1.6	106	0.88	120	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	0	4.8	2.6	93	1.18	79	0	0	Negative
53	0	0	0	0	0	0	0	0	0	0	0	0	2.4	99	1.13	88	0	5	Negative
53	1	0	0	0	0	0	0	0	0	0	0	0	0	116	0.95	122	0	5	Negative
53	1	0	0	0	0	0	0	0	0	0	0	12	2	0	0	0	0	5	Hypothyroid
53	1	0	0	1	0	0	0	0	0	0	0	0.62	1.7	116	1	116	0	3	Negative
82	0	0	0	1	0	0	0	0	0	0	0	2.1	1.7	99	0.91	108	0	3	Negative
26	0	0	0	0	0	0	0	0	0	0	0	1.8	2.7	119	1.36	88	0	0	Negative
66	0	0	0	0	0	0	0	0	1	0	0	0	2.8	0	0	0	0	5	Negative
80	0	0	0	0	0	0	0	0	0	0	0	2.5	2.2	113	1.17	97	0	3	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0.84	1.3	66	1.17	56	0	3	Negative
81	0	0	0	0	0	0	0	0	0	0	0	2.5	1.8	76	1.02	75	0	3	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0.5	1.9	81	0.83	98	0	3	Negative
40	0	0	0	0	0	0	0	0	0	0	0	3.1	2.2	103	1.1	93	0	3	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	69	5	Hyperthyroid
57	0	0	0	0	0	0	1	0	0	0	0	0.01	2.9	98	0.87	113	0	5	Negative
41	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	34	5	Hyperthyroid
80	0	0	0	0	0	0	0	0	0	0	1	0.005	2.7	101	0.84	121	0	5	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0.74	2.9	100	1.06	95	0	5	Negative
71	1	0	0	0	0	0	0	0	0	0	0	0.46	1.4	85	1.12	77	0	3	Negative
58	1	0	0	0	0	0	0	0	0	0	0	1.7	2.3	124	1.25	99	0	3	Negative
78	1	0	0	0	0	0	0	0	0	0	0	0.77	1.8	109	0.92	118	0	3	Negative
78	0	0	0	0	0	0	0	0	0	0	0	2.8	2.2	105	1.01	105	0	3	Negative
56	0	0	0	0	0	0	0	0	0	0	0	1.9	1.4	62	0.72	85	0	3	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0.12	1.5	117	0.94	125	0	3	Negative
60	0	0	0	0	0	0	0	0	0	0	0	2.8	2.4	112	0	0	0	5	Negative
73	0	0	0	0	0	0	0	0	1	0	0	2	1.6	116	0.93	125	0	3	Negative
59	1	0	0	0	0	0	0	0	0	0	0	4.9	1.4	96	0.88	109	0	3	Negative
41	1	0	1	0	0	0	0	0	1	0	0	0.005	2.2	64	0.94	69	0	5	Negative
51	1	1	0	0	0	0	0	0	0	0	0	0.005	2.8	132	0.95	139	0	5	Negative
45	0	0	0	0	0	0	0	0	0	0	0	15	2.1	83	1.24	67	0	0	Hypothyroid
2	0	0	0	0	0	0	0	0	0	0	0	6.7	0	0	0	0	0	0	Hypothyroid
61	1	1	0	0	0	0	0	0	0	0	0	0.005	2.5	114	0.93	122	0	5	Negative
61	0	1	0	0	0	0	0	0	0	0	0	2.8	1.7	96	0.83	116	0	5	Negative
56	1	0	0	0	0	0	0	0	0	0	0	1.1	1.7	82	1	81	0	5	Negative
63	0	0	0	0	0	0	0	0	0	0	0	1.1	1.9	110	1.02	108	0	3	Negative
65	1	0	0	0	0	0	0	0	0	0	0	1.3	1.5	110	0.8	137	0	3	Negative
46	0	0	0	0	0	0	0	0	0	0	0	4.7	1.9	96	1.12	85	0	3	Negative
20	0	0	0	0	0	0	0	0	0	0	0	0.7	2.4	113	1.34	84	0	3	Negative
48	0	0	0	0	0	0	0	0	0	0	0	4.9	1.9	101	0	0	0	5	Negative
48	1	0	0	0	0	0	0	0	0	0	0	2.1	1.6	96	0.79	122	0	3	Negative
36	0	0	0	0	1	0	0	0	1	0	0	0.005	0	108	1.1	99	0	5	Negative
48	0	1	0	0	0	0	0	1	0	0	0	178	1	63	1.08	59	0	5	Hypothyroid
34	0	0	0	0	0	0	0	0	1	0	0	0.02	2.3	122	1.66	73	0	0	Negative
70	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	17	5	Negative
55	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	28	5	Negative
34	0	0	0	0	0	0	0	0	0	0	0	1	2.3	120	1.01	119	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	1.9	2	109	0	0	0	5	Negative
75	1	0	0	0	0	0	0	0	0	0	0	1.4	2.1	115	0.97	119	0	5	Negative
75	0	0	0	0	0	0	0	0	0	0	0	1.2	2	101	0.93	109	0	5	Negative
45	1	0	0	0	0	0	0	0	0	0	0	2.1	1.3	109	0.89	122	0	3	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0.02	1.4	144	0	0	0	5	Negative
53	0	0	0	0	0	0	0	0	0	0	0	1.6	2.1	117	1.09	107	0	3	Negative
50	1	0	0	0	0	0	0	0	0	0	0	1	2	101	0.94	108	0	3	Negative
66	0	0	0	0	0	0	0	0	0	0	0	4.6	2.4	125	1.09	115	0	3	Negative
72	0	0	0	0	0	0	0	0	0	0	0	2.3	2.3	111	1.14	97	0	3	Negative
56	0	0	0	0	0	0	0	0	0	0	0	3	2.3	128	1.14	112	0	5	Negative
20	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	31	5	Hyperthyroid
14	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	33	5	Hyperthyroid
33	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	44	5	Hyperthyroid
65	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	24	5	Negative
57	1	0	0	0	0	0	0	0	0	0	0	1.6	2.1	164	1.14	145	0	3	Negative
56	1	0	0	0	0	0	0	0	0	0	0	2.8	1.7	113	0	0	0	5	Negative
63	0	0	0	0	0	0	0	0	0	0	0	3.4	2.1	157	1.16	135	0	3	Negative
53	0	0	0	0	0	0	0	0	0	0	0	165	0.4	17	1.19	14	0	5	Hypothyroid
40	0	0	0	0	0	0	0	0	0	0	0	1.1	1.8	150	1.04	145	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	54	2.1	50	1.1	46	0	3	Hypothyroid
15	0	0	0	0	0	0	0	0	0	0	0	1	1.4	64	0.79	81	0	3	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0.68	1.4	101	0.98	103	0	3	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0.61	1.6	103	0.93	111	0	3	Negative
61	0	0	0	1	0	1	0	0	0	0	0	1.8	1.9	102	1.06	97	0	2	Negative
29	0	0	0	0	0	0	0	0	0	0	0	4.6	1.6	97	1.12	87	0	1	Negative
68	0	0	0	0	0	0	0	1	0	0	0	2.3	1.5	112	0.99	114	0	5	Negative
63	0	0	0	0	0	0	0	0	0	0	0	8.2	2.1	80	1.01	79	0	5	Hypothyroid
70	1	0	0	0	0	0	0	0	0	0	0	1.1	1.4	106	0.92	115	0	3	Negative
30	0	0	0	0	0	0	0	0	0	1	0	0	1.8	89	1.05	85	0	5	Negative
53	1	0	0	0	0	0	0	0	0	0	0	1.9	2.6	118	1.1	107	0	3	Negative

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