Split (1)

train · 20.3k rows

age int64	sex int64	on_thyroxine int64	query_on_thyroxine int64	on_antithyroid_meds int64	sick int64	pregnant int64	I131_treatment int64	query_hypothyroid int64	query_hyperthyroid int64	lithium int64	goitre int64	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
50	0	0	0	0	0	0	0	0	0	0	0	0	0	0.8	2.1	105	1.02	100	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	29	5	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0	0	1.1	2.3	130	1.24	105	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	0	0.4	2.3	120	1.03	117	0	5	Negative
28	0	1	0	0	0	0	0	0	0	0	0	0	0	1.7	0	138	1.21	115	0	5	Negative
15	1	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	67	0.93	73	0	5	Negative
89	1	0	0	0	0	0	0	0	0	0	0	0	0	0.9	2.4	105	0.95	110	0	3	Negative
41	0	0	0	0	0	0	0	0	0	0	0	0	0	0.7	2.2	104	1.02	102	0	1	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	0	0.6	1.9	121	1.04	116	0	3	Negative
85	0	0	0	0	0	0	0	0	0	0	0	0	0	0.8	2.1	100	1.06	95	0	3	Negative
30	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1.8	96	0.93	103	0	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	1	0	0.2	2.7	79	0.98	81	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	0	1.6	1.9	66	0.71	93	0	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	1	0	12	2.2	71	1.4	51	0	3	Hypothyroid
32	0	0	0	0	0	0	0	0	0	0	0	0	0	0.6	1.6	134	1.2	112	0	5	Negative
71	1	0	0	0	0	0	0	0	0	0	0	0	0	0.2	2.2	140	1.14	123	0	3	Negative
21	0	0	0	0	0	1	0	0	0	0	0	1	0	0.2	2.5	108	1.13	96	0	0	Negative
21	0	0	0	1	0	0	0	0	0	0	0	0	0	1.3	1.8	95	0.96	99	0	5	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0	0	2.7	2.1	86	0.92	93	0	5	Negative
66	0	0	0	0	0	0	1	0	0	0	0	0	0	3.8	2.1	79	1.07	74	0	5	Negative
57	0	1	0	0	0	0	0	0	0	0	0	0	0	0.2	0	121	0.79	153	0	5	Negative
57	1	0	1	0	0	0	0	0	0	0	0	0	0	0	2.2	104	1.07	97	0	5	Negative
28	0	0	0	0	0	0	0	1	0	0	0	0	0	1	2.3	116	1.13	103	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	91	1.01	90	0	5	Negative
21	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	200	5	Hyperthyroid
19	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	65	5	Hyperthyroid
19	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	24	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	Negative
67	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	24	5	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	0	21	1.2	72	0	0	0	5	Hypothyroid
43	0	0	0	0	0	0	1	0	1	0	0	0	0	3.5	1.7	99	1.14	87	0	5	Negative
51	0	1	0	0	0	0	0	0	0	0	0	0	0	0.25	1.9	101	1.08	94	0	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	24	5	Negative
14	1	0	0	0	0	0	0	0	0	0	0	0	0	1.4	0	91	0.93	98	0	5	Negative
41	1	0	0	0	0	0	0	0	0	0	0	0	0	0.25	3.1	134	1	134	0	5	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	0	1.4	1.3	119	1.11	107	0	3	Negative
65	0	0	0	0	0	0	0	1	0	0	0	0	0	0.5	0	90	1.09	83	0	5	Negative
53	0	0	0	0	0	0	0	1	0	0	0	0	0	0.25	2.1	145	1.03	141	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	1	0.25	1.7	83	0.92	90	0	1	Negative
50	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25	2	77	0.75	103	0	5	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	0	1.3	2.3	77	0	0	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0	0.5	2.2	89	0	0	0	5	Negative
37	0	1	0	0	0	0	0	0	0	0	0	0	0	0.25	0	133	0.98	136	0	5	Negative
58	0	1	0	0	0	0	0	0	0	0	0	0	0	1.5	1.6	103	0.9	114	0	5	Negative
34	0	0	0	0	0	0	0	1	0	0	0	0	0	0.6	2.3	76	1.05	73	0	5	Negative
49	1	0	0	0	0	0	0	0	0	0	0	0	0	1.7	2.3	123	1.15	106	0	3	Negative
22	0	0	0	0	0	0	0	0	0	0	0	0	0	1.3	2.3	83	0.97	85	0	1	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	0	0.25	2	83	0.87	96	0	1	Negative
63	0	0	0	0	0	0	0	0	0	1	0	0	0	2.8	2	93	1.04	89	0	1	Negative
75	0	0	0	0	0	0	0	1	0	0	0	0	0	2.3	1.3	88	0.85	103	0	3	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0	0	100	0.4	10	1	10	0	3	Hypothyroid
54	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1.9	95	0.88	109	0	5	Negative
30	0	0	0	0	0	0	0	0	0	0	0	0	0	0.9	1.9	76	0.83	92	0	5	Negative
34	1	0	0	0	0	0	0	0	0	0	0	0	0	1.1	1.8	93	0.9	103	0	5	Negative
34	0	0	0	0	0	0	0	0	0	0	0	0	0	35	1.4	78	0.98	80	0	5	Hypothyroid
39	0	1	0	0	0	0	0	0	0	0	0	0	0	0.25	1.9	94	0.93	101	0	5	Negative
49	1	0	0	0	0	0	0	0	0	0	0	0	0	2.1	1.3	120	1.43	83	0	3	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0	0	0.2	1.8	134	1.02	131	0	3	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0	0.7	1.2	81	0.99	82	0	3	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	0	11	1.2	86	0.85	101	0	3	Hypothyroid
59	0	0	0	0	0	0	0	0	0	0	0	0	0	0.2	0	82	0.73	112	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	0	0.4	2.1	78	0.82	95	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0	0.2	2.3	87	0.94	93	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0	1.4	1.4	115	0.97	118	0	1	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0	0.6	2	106	1.05	101	0	1	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0	0	1.2	0	90	1.16	77	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	0	0.7	2	116	0.99	117	0	5	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	0	0.8	0	98	1.02	96	0	5	Negative
41	0	0	0	0	0	1	0	0	1	0	0	0	0	0.2	0	430	1.09	395	0	0	Hyperthyroid
47	1	0	0	0	0	0	0	0	0	0	0	0	0	0.2	1.5	61	0.91	67	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0	0.2	2.1	139	1	139	0	3	Negative
56	1	0	0	0	0	0	0	0	0	0	0	0	0	1	2.3	103	1.08	95	0	3	Negative
49	1	0	0	0	0	0	0	0	0	0	0	0	0	0.7	2.1	102	0.93	110	0	3	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0	0	0.6	1.8	99	1.03	96	0	3	Negative
82	0	0	0	0	1	0	0	0	0	0	0	0	0	0.2	1.4	113	0.85	132	0	3	Negative
20	0	0	0	0	0	0	0	0	0	0	1	0	0	0.2	3	135	1.29	105	0	5	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	21	5	Negative
11	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	89	0.89	100	0	5	Negative
13	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	94	0.91	103	0	5	Negative
25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	29	5	Negative
33	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	31	5	Hyperthyroid
61	0	0	0	0	0	0	0	0	0	0	1	0	0	0.15	2.1	97	1.03	95	0	5	Negative
38	0	0	0	0	0	0	0	0	0	0	0	0	0	2.9	1.8	93	0.95	98	0	5	Negative
38	0	0	0	0	0	0	0	0	0	0	0	0	0	1.2	2	101	1.01	100	0	1	Negative
82	0	0	0	0	0	0	0	0	0	0	0	0	0	0.2	0.1	50	0.31	161	0	3	Negative
77	0	0	0	0	0	0	0	0	0	0	0	0	0	0.7	2.2	72	1.18	62	0	3	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	0	1.6	2	109	1.09	100	0	1	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	0	0.15	1.6	101	1.09	92	0	1	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	103	1.14	91	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	0	1.9	1.5	113	1.06	106	0	3	Negative
45	1	0	0	0	0	0	0	0	0	0	0	0	0	0.9	1.9	83	0.67	124	0	3	Negative
48	1	0	0	0	0	0	0	0	0	0	0	0	0	2.2	2.1	55	0.85	65	0	1	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	0	1	3.1	107	1.05	103	0	1	Negative
31	1	0	0	0	0	0	0	0	0	0	0	0	0	1.4	2.3	150	1.42	106	0	1	Negative
35	1	0	0	0	0	0	0	0	0	0	0	0	1	0.1	2.8	138	1.13	122	0	1	Negative
60	1	0	0	0	0	0	0	0	0	0	0	0	0	26	2	69	0.97	71	0	5	Hypothyroid
60	1	0	0	0	0	0	0	0	0	0	0	0	0	2.1	1.4	89	0.99	90	0	5	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2.2	120	1.03	117	0	5	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	0	0.15	2.5	87	0.79	109	0	5	Negative
73	0	1	0	0	0	0	0	1	0	0	0	0	0	2.6	1.6	89	0.94	95	0	3	Negative

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