Split (1)

train · 20.3k rows

age int64	sex int64	on_thyroxine int64	query_on_thyroxine int64	on_antithyroid_meds int64	sick int64	thyroid_surgery int64	I131_treatment int64	query_hypothyroid int64	query_hyperthyroid int64	goitre int64	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
67	0	0	0	0	0	0	0	0	0	0	0	0	0.5	1.9	109	1.01	108	0	5	Negative
59	0	1	0	0	1	0	0	0	0	0	1	0	0.2	4.3	140	1.68	83	0	2	Hyperthyroid
73	0	0	0	0	0	0	0	0	0	0	0	0	0.7	0	88	0.82	107	0	5	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	0	2.7	87	1.07	81	0	5	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	2.4	2.3	99	1.05	95	0	1	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	0.2	1.8	104	1.11	94	0	3	Negative
48	1	0	0	0	0	0	0	0	0	0	0	0	0.2	2.5	91	1.17	78	0	3	Negative
48	1	0	0	0	0	0	0	0	0	0	0	0	0.8	1	46	0.66	70	0	3	Negative
48	1	0	0	0	0	0	0	0	0	0	0	0	0.8	1.2	97	0.9	107	0	3	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	0.5	1.4	80	0.88	91	0	3	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0	0.7	2.8	87	1	87	0	3	Negative
57	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	25	5	Negative
43	0	0	0	0	0	0	0	0	0	0	0	0	0.7	2.5	99	1.12	89	0	0	Negative
34	0	0	0	0	0	0	0	0	0	0	0	0	0.2	2.5	104	1.2	86	0	0	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0.2	1.9	83	0.89	93	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0.2	0.3	73	0.78	94	0	5	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0	1.2	2.9	128	1.12	114	0	1	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0.5	2.5	84	1.06	79	0	5	Negative
75	1	0	0	0	0	0	0	0	0	0	0	0	0.6	1.5	63	0.68	92	0	5	Negative
75	0	1	0	0	0	0	0	0	0	0	0	0	1.5	2.2	70	0.85	82	0	5	Negative
19	1	0	0	0	0	0	0	0	0	0	0	0	0.2	2.3	91	0.93	98	0	1	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	0.6	2.4	101	1.18	86	0	5	Negative
60	1	0	0	0	1	0	0	0	0	0	0	0	0.2	2.1	105	1.09	97	0	3	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	1.9	2.9	90	1	90	0	3	Negative
39	0	0	0	0	0	0	0	1	1	0	0	0	0.2	2.2	106	0.75	141	0	5	Negative
23	0	0	0	0	0	0	0	1	0	0	0	0	0.6	0	78	1.07	73	0	5	Negative
64	0	1	0	0	0	0	0	0	0	0	0	0	0.2	0	98	0.72	136	0	5	Negative
21	0	0	0	0	0	0	0	0	1	0	0	0	0	3.7	162	1.47	110	0	5	Negative
22	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	5	Negative
18	1	0	0	0	0	0	0	0	0	0	0	0	0	2.4	86	1.01	85	0	5	Negative
11	1	0	0	0	0	0	0	0	0	0	0	0	0.2	0	191	1.23	156	0	5	Hyperthyroid
36	0	1	0	0	0	0	0	0	0	0	0	0	2.2	0	187	1.69	111	0	5	Negative
32	1	0	0	0	1	0	0	0	0	0	0	0	0.2	1.7	85	0.84	101	0	5	Negative
57	1	0	0	0	1	0	0	0	0	0	0	0	0.2	2	91	1.18	77	0	3	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	1.4	2.3	70	0.99	71	0	1	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	1.9	2.3	92	1.05	88	0	5	Negative
38	1	0	0	0	0	0	0	0	0	0	0	0	0.6	2.8	146	1.1	133	0	3	Negative
56	0	1	0	0	0	0	0	0	0	0	0	0	0.2	0	134	1.03	130	0	5	Negative
76	0	0	0	0	0	0	0	1	0	0	0	0	0.9	2.2	105	1.09	96	0	5	Negative
73	0	1	0	0	0	0	0	0	0	0	0	0	3.5	1.6	143	1.06	134	0	5	Negative
87	0	0	0	0	0	0	0	0	1	0	0	0	0.2	3.4	164	0.82	200	0	5	Hyperthyroid
56	0	0	0	0	0	0	0	0	0	0	0	0	0.9	2.4	99	1.21	82	0	5	Negative
61	0	0	0	0	0	0	1	0	1	0	0	0	3.7	2.4	77	1.24	62	0	5	Negative
36	0	0	0	0	0	0	0	0	0	1	0	0	0.9	2.8	126	1.29	98	0	5	Negative
11	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	19	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0.2	2.1	116	1.06	109	0	5	Negative
24	0	0	0	0	0	0	0	0	0	0	0	1	1.7	2.4	126	0.92	136	0	1	Negative
52	1	1	0	0	0	0	0	0	0	0	0	0	0.2	2.3	116	0.94	123	0	5	Negative
72	1	0	0	0	0	0	0	0	1	0	1	0	0	2.8	120	1.18	102	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	1	0	0	3.6	176	1.43	123	0	5	Negative
23	0	0	0	0	0	0	0	0	0	0	0	0	0	0	86	0.98	88	0	5	Negative
49	0	0	0	0	0	0	0	0	0	0	0	0	0.6	1.3	77	0.65	118	0	5	Negative
52	0	0	0	0	0	1	0	0	0	0	0	0	0.5	1.6	80	0.82	98	0	5	Negative
79	1	0	0	0	0	0	0	0	0	0	0	0	1	1.4	92	0.88	105	0	3	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	0.2	2.3	112	1.01	111	0	5	Negative
74	1	0	0	0	0	0	0	0	0	0	0	0	1	2.1	77	0.91	84	0	3	Negative
63	1	0	0	0	1	0	0	0	0	0	0	0	0.8	1.9	98	0.89	111	0	3	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	1.1	1.5	92	1.08	85	0	3	Negative
65	1	0	0	0	0	0	0	0	0	0	0	0	1.6	1.4	78	0.82	96	0	3	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	43	0.3	14	0	0	0	3	Hypothyroid
20	1	0	0	0	0	0	0	0	0	0	0	0	0	2.2	117	0	0	0	5	Negative
34	0	0	0	0	0	0	0	0	0	0	0	0	82	0.2	5.8	0	0	0	3	Hypothyroid
46	1	0	0	0	0	0	0	0	0	0	0	0	0.25	2	112	1.01	111	0	3	Negative
37	0	1	0	0	0	0	0	0	0	0	0	0	0.25	2.5	111	0.97	114	0	5	Negative
25	1	0	1	0	0	0	0	0	1	0	0	0	0.25	3.4	101	0	0	0	5	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	0.25	2.4	102	0.77	134	0	5	Negative
29	1	0	0	0	0	0	0	0	0	0	0	0	0.25	1.1	46	0	104	0	3	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	0.25	2	99	0.8	124	0	1	Negative
45	1	0	0	0	0	0	0	0	0	0	0	0	0.25	1.4	86	0.75	114	0	1	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	0.9	2.3	102	1	102	0	1	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	5.4	2.2	75	0.9	84	0	3	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	1.5	1.3	62	0.75	83	0	1	Negative
36	1	0	0	0	0	0	0	0	0	0	0	0	0.25	2.5	102	0.96	106	0	5	Negative
70	1	0	0	0	1	0	0	0	0	0	0	0	0.6	2.6	144	1.2	120	0	2	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0	0.25	1.8	102	0.82	124	0	5	Negative
49	1	1	0	0	0	0	0	0	0	0	0	0	0	0	81	1.14	71	0	5	Negative
64	0	0	0	0	0	0	0	0	1	0	0	0	0.6	1.8	112	1.06	106	0	5	Negative
54	0	0	0	0	0	0	0	0	0	0	0	0	3.1	0	104	0.9	116	0	5	Negative
54	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17	5	Negative
28	0	0	0	1	0	0	0	0	0	0	0	0	3.7	2.8	100	0	0	0	5	Negative
69	0	1	0	0	0	0	0	0	0	0	0	0	0.25	0	135	1.1	123	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	0	2.1	0	0	0	0	5	Negative
64	1	1	0	0	0	0	0	0	0	0	0	0	1.8	1.4	117	0.97	121	0	5	Negative
17	0	1	0	0	0	0	0	0	0	0	0	0	0.25	0	117	0.92	126	0	5	Negative
81	0	0	0	0	0	0	0	0	0	0	0	0	1.2	1.5	114	0.99	115	0	3	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	0.9	2.3	124	1.17	106	0	3	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	0.25	1.4	79	0.77	103	0	3	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0	0.7	1.5	88	0.87	101	0	3	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	0.25	2.2	81	0.9	90	0	3	Negative
49	1	0	0	0	0	0	0	0	0	0	0	0	0.8	1.5	85	0.73	116	0	3	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	0.9	1.5	88	0.84	105	0	3	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	0.6	2.4	100	1	100	0	3	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	5.4	2.7	94	1.14	82	0	3	Negative
50	0	0	0	0	0	0	0	0	0	0	0	0	1.1	2.2	81	0.94	86	0	3	Negative
47	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	14	5	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	0.25	0	92	0.91	101	0	5	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	7.6	4.2	164	1.55	106	0	5	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	2.1	1.3	93	1.01	91	0	3	Negative
79	0	0	0	0	0	0	0	0	0	0	0	0	0.8	1.2	113	1.01	111	0	3	Negative
66	1	0	0	0	0	0	0	0	0	0	0	0	0.8	1.8	114	0.92	124	0	3	Negative

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