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	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
75	0	0	0	0	0	0	0	0	0	0	0	0	0	1.9	2.8	95	1.01	94	0	5	Negative
34	1	0	0	0	0	0	0	0	0	1	0	0	0	0.05	7.6	261	1.01	258	0	5	Hyperthyroid
57	0	0	0	0	0	0	0	0	0	1	0	0	0	6.7	1.8	91	0.94	97	0	5	Hypothyroid
79	0	0	0	0	0	0	0	0	0	0	0	0	0	1.3	2	114	0.78	146	0	1	Negative
53	1	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.8	128	0.87	147	0	3	Negative
69	1	0	0	0	1	0	0	0	0	0	0	0	0	0.4	1.9	106	0.92	115	0	3	Negative
27	0	1	0	0	0	0	0	0	0	0	0	0	0	5.5	2.6	145	1.16	125	0	5	Negative
27	0	0	0	0	0	0	0	0	0	1	0	0	0	1.7	2.4	104	1.12	93	0	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	1	0	2.2	2.1	76	0.86	88	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0	35	0.3	4	0	0	0	5	Hypothyroid
38	0	0	0	0	0	0	0	0	0	0	0	0	0	0.3	2	125	0.92	136	0	5	Negative
34	1	1	1	0	0	0	0	0	0	0	1	0	0	0	2.7	93	1.1	85	0	5	Negative
45	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	30	5	Negative
41	0	0	0	0	0	0	0	0	0	1	0	0	0	1.8	2.3	84	0.95	88	0	5	Negative
41	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	44	0.9	49	0	5	Negative
41	0	0	0	0	0	0	0	0	0	0	0	0	0	0.8	1.6	75	0.66	114	0	3	Negative
67	1	0	0	0	0	0	0	0	0	0	0	0	0	0.9	1.9	95	0.95	100	0	3	Negative
67	0	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.8	85	0.57	149	0	3	Negative
32	0	0	0	0	0	0	0	0	0	1	0	0	0	0	2.3	111	0.98	113	0	5	Negative
21	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	107	0.82	130	0	5	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	0	4.5	1.6	105	0.96	109	0	5	Negative
2	0	0	0	0	0	0	0	0	0	0	0	0	0	1.5	0	0	0	0	0	0	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0	0	65	0.7	22	1.03	21	0	5	Hypothyroid
45	1	0	0	0	0	0	0	0	0	0	0	0	0	1.8	2	96	0.99	97	0	5	Negative
33	0	1	0	0	0	0	0	0	1	0	0	0	0	1	1.8	83	0.77	108	0	5	Negative
72	1	0	0	0	0	0	0	0	0	0	0	0	0	1.6	2.1	81	0.79	103	0	3	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0	0.5	1.8	126	1.1	115	0	5	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	0	1.4	1.6	99	0.98	101	0	5	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	0	1.9	2	82	0	0	0	5	Negative
54	1	0	0	0	0	0	0	0	0	0	0	0	0	1.4	1.9	78	0.95	82	0	5	Negative
54	1	0	0	0	0	0	0	0	0	0	0	0	0	0.9	2.1	119	1.13	105	0	5	Negative
26	0	1	0	0	0	0	0	0	0	0	0	0	0	1.8	2.2	116	0.99	117	0	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	0	1.9	1.6	113	0	0	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	91	0.96	95	0	5	Negative
24	1	0	0	0	0	0	0	0	0	0	0	0	0	0.9	1.7	86	0.93	92	0	1	Negative
24	1	0	0	0	0	0	0	0	0	0	0	0	0	2.1	1.9	77	0.99	78	0	5	Negative
53	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2.3	79	0.96	82	0	1	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	0	3	2.3	84	0.84	100	0	1	Negative
39	0	1	0	0	0	0	0	0	0	0	0	0	0	2.5	2.6	159	1.19	134	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	1	0	0	0	2.1	79	0.63	125	0	5	Negative
18	0	0	0	0	0	0	0	0	1	1	0	0	0	0	2.4	92	1.18	78	0	5	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	0	30	3.3	80	1.71	41	0	5	Negative
68	1	0	0	0	0	0	0	1	0	0	0	0	0	0.15	2.8	86	1.05	82	0	5	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	0	0.8	2.4	120	1.07	112	0	5	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	115	0.78	147	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	96	1.02	94	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	54	1.06	51	29	5	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	24	5	Negative
33	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	139	1.07	130	0	5	Negative
38	0	0	0	0	0	0	0	0	0	1	0	0	0	0.9	2.4	101	0.96	105	0	5	Negative
80	0	0	0	0	0	0	0	0	0	1	0	0	0	0.5	2.5	101	1.01	100	0	5	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	0	2.5	2.6	120	1.15	104	0	3	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0	1.5	0	151	1.45	104	0	5	Negative
62	0	0	0	1	0	0	0	0	0	0	0	0	0	0.1	2.9	132	0.95	139	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	260	0.31	839	0	5	Hyperthyroid
62	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	113	0.34	332	0	5	Hyperthyroid
43	0	0	0	0	0	0	0	0	0	1	0	0	0	2.7	1.7	103	1.1	94	0	5	Negative
28	0	0	0	0	0	1	0	0	0	0	1	0	0	0.9	2.3	124	1.26	98	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0	0.1	1.7	116	0.77	151	0	5	Negative
43	1	0	0	0	0	0	0	0	0	0	0	0	0	1.9	2.3	73	1.03	71	0	5	Negative
57	1	0	0	0	0	0	1	0	0	0	0	0	0	4.4	1.7	89	1.05	85	0	3	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	0	2.3	2	104	0	0	0	5	Negative
42	1	0	0	0	0	0	0	0	0	0	0	0	1	0.8	2.4	106	1.05	101	0	1	Negative
42	0	0	0	0	0	0	0	0	0	0	0	0	0	2.9	2	118	1.04	113	0	3	Negative
53	0	0	0	0	0	0	0	0	0	0	0	0	0	1.8	0	86	0.49	176	0	5	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0	0	0.7	1.7	119	0.87	137	0	3	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0	0	0.7	2	76	0	0	0	5	Negative
24	0	0	0	0	0	0	0	0	0	0	1	0	0	0.7	2.1	145	1.31	111	0	5	Negative
69	0	0	0	0	0	0	0	1	0	0	0	0	0	0.5	0	107	1.05	102	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	0	1.4	2	83	1.01	82	0	5	Negative
47	0	0	0	0	0	0	0	0	0	0	0	0	0	1.4	1.8	110	0.93	118	0	5	Negative
64	1	0	0	0	0	0	0	0	0	0	0	0	0	1.6	1.6	67	0.9	74	0	1	Negative
67	1	0	0	0	0	0	0	0	0	0	0	0	0	1.5	2.1	99	0.99	100	0	3	Negative
28	0	0	0	0	0	1	0	0	0	0	0	1	0	0.1	2.1	101	1.34	75	0	0	Negative
64	0	0	0	1	0	0	0	0	0	0	0	0	0	2.6	2	103	1.01	102	0	5	Negative
72	0	0	0	0	0	0	0	0	0	1	0	0	0	0.1	4.3	230	0.77	299	0	5	Hyperthyroid
39	0	0	0	0	0	0	0	0	0	0	0	0	0	0.7	2.1	120	1.08	111	0	5	Negative
46	0	1	0	0	0	0	0	0	0	0	0	0	0	0.1	1.9	133	0.5	266	0	5	Negative
21	0	0	0	0	0	0	0	0	0	0	0	0	0	0.9	1.4	97	0.85	114	0	5	Negative
69	0	0	0	0	0	0	0	0	0	0	0	0	0	1.3	2.1	93	1.03	90	0	3	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	0	0.6	1.3	86	0.93	92	0	3	Negative
36	1	0	0	0	0	0	0	0	0	0	0	0	1	0.6	1.2	91	0.75	121	0	1	Negative
69	0	0	0	0	0	0	0	0	1	0	0	0	0	0.1	1.6	125	0.97	129	0	3	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0	1.6	1.4	136	0.93	146	0	5	Negative
17	0	0	0	0	0	0	0	0	0	0	0	0	0	1.1	2.1	121	1.17	103	0	0	Negative
60	0	1	0	0	0	0	0	0	0	0	0	0	0	0.7	0	128	0.9	109	0	5	Negative
71	0	0	0	0	0	0	0	0	0	0	0	0	0	0.8	1.7	122	0.99	123	0	5	Negative
27	0	0	0	1	0	0	0	0	0	0	0	0	0	56	2	36	1.11	32	0	5	Hyperthyroid
67	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	55	1.04	53	23	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	172	1.12	154	23	5	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	0	2	1.5	80	0.83	96	0	3	Negative
88	0	0	0	0	0	0	0	0	0	0	0	0	0	5.5	1.4	96	0.86	112	0	3	Negative
65	1	0	0	0	0	0	0	0	0	0	0	0	0	1.2	1.2	123	0.92	134	0	3	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	0	24	0.6	21	0.97	22	0	5	Hypothyroid
55	0	0	0	0	0	0	0	0	0	0	0	0	0	11.4	2.1	96	0.88	109	0	5	Hypothyroid
64	0	0	0	0	0	0	0	0	1	0	0	0	0	0.9	0	115	0.97	119	0	5	Negative
71	0	0	0	0	0	0	0	0	1	0	0	0	0	3.1	1.6	87	0.98	89	0	5	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	0	5.2	1	133	0.79	168	0	1	Negative
64	1	0	0	0	0	0	0	0	1	0	0	0	0	1.2	0	100	1.09	92	0	5	Negative
84	0	0	0	0	0	0	0	0	0	0	0	0	0	3.3	1.5	106	1.05	101	0	5	Negative

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