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
40	0	0	0	0	0	0	0	0	0	0	0	0	42	0.2	4.8	0.9	5.4	0	5	Hypothyroid
32	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	24	5	Negative
79	1	0	0	0	0	0	0	0	0	0	0	0	0.2	1.6	82	0.8	104	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	0.6	2.4	142	1.12	127	0	5	Negative
56	1	0	0	0	0	0	0	1	0	0	0	0	0.05	1.9	137	1.09	126	0	3	Negative
39	1	0	0	0	0	0	0	0	0	0	0	1	0.05	2.3	95	0.89	106	0	1	Negative
85	1	0	0	0	0	0	0	0	0	0	0	0	0.5	1.2	93	0.79	117	0	3	Negative
83	0	0	0	0	0	0	0	0	0	0	0	0	1.9	2.6	119	1.22	97	0	5	Negative
16	1	0	0	0	0	0	0	0	0	1	0	0	0.5	3.2	137	1.16	119	0	3	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	0.1	1.5	77	0.79	97	0	3	Negative
72	1	0	0	0	0	0	0	0	0	0	0	0	0.05	1.1	108	0.66	165	0	3	Negative
35	1	0	0	0	0	0	0	0	0	0	0	0	0.05	2.3	112	1	112	0	3	Negative
54	0	0	1	0	1	0	0	0	0	0	0	0	0.05	1.2	112	0.77	145	0	3	Negative
34	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	5	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	0.6	0	0	0	0	0	5	Negative
28	0	0	0	1	0	0	0	0	0	0	0	0	0.3	2.9	171	1.2	143	0	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	8.099999	1.8	59	0.96	61	0	5	Hypothyroid
57	1	0	0	0	1	0	0	0	0	0	0	0	0.9	1.5	91	0.78	116	0	5	Negative
25	0	0	0	0	0	0	0	0	0	0	0	0	4.6	2.4	61	0.82	75	0	2	Negative
31	0	0	0	0	0	0	0	0	0	0	0	0	0.3	2.7	108	1.05	103	0	1	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	0.3	2.8	123	1.23	100	0	1	Negative
38	0	0	0	0	0	0	0	0	0	0	0	0	0.5	2.2	88	0.96	92	0	3	Negative
38	0	0	0	0	0	0	0	0	0	0	0	0	0.3	2.5	88	0.95	93	0	5	Negative
64	0	0	1	0	0	0	0	0	0	0	0	0	0	0	145	0.93	155	0	5	Negative
66	0	1	0	0	0	0	0	0	0	0	0	0	0.3	1.6	120	0.91	132	0	5	Negative
57	1	0	0	0	0	0	0	0	0	1	0	0	0	0	88	0.86	102	0	5	Negative
69	1	1	0	0	0	0	1	0	1	0	0	0	0.3	2.6	89	1.1	81	0	5	Negative
68	0	1	0	0	0	0	0	0	0	0	0	0	0.3	1.7	144	0.96	150	0	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	5	Negative
57	1	0	0	0	0	0	0	0	0	0	0	0	0.9	1.5	91	0.79	115	0	2	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0	1.6	1.5	85	0.94	90	0	3	Negative
70	0	0	0	0	0	0	0	0	0	0	0	0	2	2.2	138	1.24	111	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	0	0	0	0	196	0.94	209	0	5	Hyperthyroid
55	1	0	0	0	0	0	0	0	0	0	0	0	2.7	2.4	133	1	132	0	5	Negative
72	1	0	0	0	0	0	0	0	0	0	0	0	0.8	1.8	93	0.79	117	0	1	Negative
49	0	0	1	0	0	0	0	0	0	0	0	0	2.2	1.2	89	1.09	82	0	3	Negative
59	0	0	0	0	1	0	0	0	0	0	0	0	0.6	1.5	133	1.19	112	0	3	Negative
69	0	0	0	0	0	0	0	0	0	0	0	0	20	1	51	0.84	61	0	3	Hypothyroid
58	1	0	0	0	0	0	0	0	0	0	0	0	0.9	1.6	91	1.06	86	0	3	Negative
74	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.9	99	1.12	88	0	5	Negative
40	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	27	5	Negative
32	0	1	0	0	1	0	0	0	0	0	0	0	0.15	2.4	135	1.15	118	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	0.6	2.7	100	1.04	96	0	5	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	0.5	2.3	81	0.92	88	0	3	Negative
79	0	0	0	0	0	0	0	0	0	0	0	0	0.4	2	143	1.28	112	0	5	Negative
57	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	23	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	26	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	1	1.3	3.2	149	1.17	127	0	1	Negative
68	1	1	0	0	0	0	0	0	0	0	0	0	1.3	1.5	74	0.72	103	0	3	Negative
89	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	20	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	20	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	23	5	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	18	5	Negative
45	1	0	0	0	0	0	0	0	0	0	0	0	0.9	2.6	92	0.9	102	0	5	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	0.1	1.7	107	0.94	113	0	5	Negative
74	1	0	0	0	0	0	0	0	0	0	0	0	0.1	2	113	0.97	116	0	3	Negative
51	1	0	0	0	0	1	0	0	0	0	0	0	1.9	2.2	74	0.91	81	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.6	2.3	101	0.99	102	0	1	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.3	2.2	85	1.13	75	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	0.6	0	117	1.11	105	0	5	Negative
58	0	1	0	0	0	0	0	1	0	0	0	0	3.2	2.1	75	1.04	72	0	5	Negative
66	1	0	0	0	0	0	0	0	0	0	0	0	0.9	1.9	72	0.84	86	0	5	Negative
20	0	0	0	0	0	0	0	0	1	0	0	0	0.9	2.4	123	0.99	125	0	5	Negative
62	1	0	0	0	1	0	0	0	0	0	0	0	12	1.5	105	0.86	122	0	5	Hypothyroid
74	0	0	0	0	0	0	0	1	0	0	0	0	0.6	1.6	95	1.07	89	0	3	Negative
67	1	0	0	0	0	0	0	0	0	0	0	0	0.1	2.1	96	1.01	95	0	3	Negative
41	0	0	0	0	0	0	0	0	0	0	0	1	0.3	1.9	117	1.08	108	0	1	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	0.5	2.2	107	0.94	113	0	1	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	2.2	2.2	82	0.94	87	0	1	Negative
25	0	0	0	0	0	0	0	0	0	0	0	0	0.9	2.6	120	1.24	96	0	5	Negative
54	1	0	0	0	0	0	0	0	0	0	0	0	1	2.4	107	1.06	101	0	5	Negative
54	0	0	0	0	0	0	0	0	0	0	0	0	1.2	1.7	81	0.87	94	0	5	Negative
57	1	0	0	0	0	0	0	0	1	0	0	0	0	1.8	71	0.72	99	0	5	Negative
68	1	0	0	0	1	0	0	0	0	0	0	0	1.1	1.8	89	0.83	105	0	5	Negative
56	1	0	0	0	0	0	0	0	0	0	0	0	5.4	1.7	104	1.01	103	0	3	Negative
27	1	0	0	0	0	0	0	0	0	0	0	0	0	0	79	0.79	100	0	5	Negative
26	1	0	0	0	0	0	0	0	0	0	0	0	1.4	2.5	98	0.92	107	0	5	Negative
38	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	22	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	28	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	24	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	38	5	Hyperthyroid
19	0	0	0	0	0	0	0	0	0	0	0	1	1.6	2.2	96	0.94	102	0	1	Negative
19	0	0	0	0	0	0	0	0	0	0	0	1	1.7	1.9	89	0.88	102	0	1	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	23	5	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	1.5	2.4	103	1.14	90	0	5	Negative
56	1	0	0	0	0	0	0	0	0	0	0	0	0.2	2.1	69	0.81	86	0	5	Negative
60	0	0	0	0	1	0	0	0	0	0	0	0	1	2.1	97	1.1	90	0	3	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0	0.1	0.7	71	0.74	96	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	1.8	1.6	110	0.98	112	0	3	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	1	2.5	134	1.13	119	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	4.4	2.8	103	1.1	94	0	5	Negative
77	0	0	0	0	0	0	0	1	0	0	0	0	12	0	77	1.06	73	0	5	Hypothyroid
75	1	0	0	0	0	0	0	0	0	0	0	0	1.3	2.2	100	0.97	104	0	3	Negative
47	1	0	0	0	0	0	0	0	0	0	0	0	0.6	2.9	113	1.13	100	0	5	Negative
47	1	0	0	0	0	0	0	0	0	0	0	0	0.7	1.9	99	0.79	125	0	1	Negative
47	1	0	0	0	0	0	0	0	0	0	0	0	0.9	2.1	91	0.98	92	0	1	Negative
56	0	0	0	0	0	0	0	1	0	0	0	0	1.4	2.3	111	0.97	115	0	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	0.9	2.4	111	1.12	99	0	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	0	1.6	1.3	119	0.9	133	0	3	Negative
29	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.6	90	0.97	93	0	5	Negative

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