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	1.3	1.4	113	0.85	132	0	5	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0	2.9	2.2	129	0.97	133	0	3	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	0.69	2.3	138	1.04	133	0	3	Negative
70	1	0	0	0	0	0	0	0	0	0	0	0	3	1.3	105	0.94	112	0	3	Negative
44	1	0	0	0	0	0	0	0	0	0	0	0	1.9	2.2	103	1.2	86	0	5	Negative
47	0	0	0	0	0	0	0	0	1	0	0	0	2.1	0	117	1.09	107	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	55	0.9	45	1.04	43	0	5	Hypothyroid
35	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	54	5	Hyperthyroid
55	1	0	0	0	0	0	0	0	0	0	0	1	0.57	1.4	75	0.72	104	0	1	Negative
55	0	1	0	0	0	0	0	0	0	0	0	0	0.015	1.9	115	0.77	149	0	5	Negative
55	0	0	0	0	0	0	0	1	0	0	0	1	0.59	0	118	1.03	114	0	1	Negative
55	0	0	0	0	0	0	0	0	0	0	0	1	0	0	89	0.96	93	0	1	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0	1.9	0	128	0.98	131	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.015	2	93	0.97	96	0	5	Negative
52	0	1	0	0	0	0	0	0	0	0	0	0	44	2.5	66	1.22	54	0	5	Hypothyroid
83	0	1	0	0	0	0	0	0	0	0	0	0	0.77	1.44	123	0.99	124	0	5	Negative
70	1	1	0	0	0	0	1	0	0	0	0	0	2.3	1.2	107	1.01	105	0	5	Negative
39	0	0	0	0	0	0	0	0	1	0	0	0	0.015	1.5	84	0.99	85	0	5	Negative
29	0	0	0	0	0	0	0	0	0	0	0	0	0.84	1.5	100	0.74	135	0	5	Negative
30	0	0	0	0	0	0	0	0	0	0	0	0	0.42	1.8	120	0.94	128	0	5	Negative
52	1	0	0	0	0	0	1	0	0	0	0	0	1.2	1.7	92	0.76	121	0	5	Negative
47	0	0	0	0	0	0	0	0	1	0	0	0	0.04	2	104	0.87	120	0	5	Negative
29	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	18	5	Negative
35	1	1	0	0	0	0	0	0	0	0	0	0	0.44	1.8	94	0.86	110	0	5	Negative
60	0	1	0	0	0	0	0	0	0	0	0	0	3.7	1.9	115	1.07	107	0	5	Negative
33	0	0	0	0	0	0	0	0	1	0	0	0	0.015	5	244	0.67	362	0	5	Hyperthyroid
16	1	0	0	0	0	0	0	0	0	0	0	0	4.5	0	0	0	0	0	5	Negative
51	0	1	0	0	0	0	0	0	0	0	0	0	0.1	0	130	0.86	151	0	5	Negative
46	1	1	0	0	0	1	0	1	0	0	0	0	1.4	2.2	122	1.03	119	0	5	Negative
55	1	0	0	0	1	0	0	0	0	0	0	0	0.98	0	107	0.99	107	0	5	Negative
54	0	0	0	0	1	0	0	0	0	0	0	0	0.9	0	113	0.9	125	0	5	Negative
75	1	0	0	0	0	0	0	0	0	0	0	0	2	0	74	1.05	70	0	5	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0	1.1	1.3	118	1.12	105	0	5	Negative
18	0	0	0	0	0	0	0	1	0	0	0	0	1.1	0	147	0.95	154	0	0	Negative
63	0	0	0	0	0	0	0	0	0	0	0	0	2.9	0	95	1.08	88	0	3	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0	1.3	0	72	0.75	96	0	5	Negative
47	0	0	0	0	0	0	0	0	0	0	0	0	2	0	114	0.89	129	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	4.6	1.2	48	0.89	54	0	5	Hypothyroid
58	1	0	0	0	0	0	0	0	0	0	0	0	3.7	1.6	76	0.81	95	0	5	Negative
50	1	0	0	0	0	0	0	0	0	0	0	1	0.82	2.1	124	1.03	121	0	5	Negative
50	1	0	0	0	0	0	0	0	0	0	0	0	0.67	2.6	85	0.89	96	0	1	Negative
42	0	0	0	0	0	0	0	0	1	0	0	0	0	1.1	93	0.78	119	0	5	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	2.3	0.9	105	0.61	173	0	3	Negative
58	0	0	0	0	0	0	0	0	1	0	0	0	1.1	2.3	60	0.89	68	0	5	Negative
29	0	0	0	0	0	0	0	0	0	0	0	0	1	1.2	84	0.67	125	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	1.9	1	77	0.86	90	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	67	0.71	95	0	5	Negative
37	1	0	0	0	0	0	0	0	0	0	0	0	1.5	1.8	109	0.97	112	0	5	Negative
53	0	0	0	0	0	0	0	0	0	0	0	0	60	0.3	13	0.99	13	0	5	Hypothyroid
73	0	0	0	0	0	0	1	0	0	0	0	0	0.005	0	102	0.89	115	0	5	Negative
47	0	0	0	0	0	0	1	0	0	0	0	0	3.4	2.2	102	1.02	101	0	5	Negative
21	0	0	0	0	0	0	0	0	0	1	0	0	0	0	132	0.87	152	0	5	Negative
31	0	1	0	0	0	0	0	1	0	0	0	0	5	0	141	1.09	130	0	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	0.005	0	103	0.65	158	0	5	Negative
26	1	0	0	0	0	0	0	0	0	0	0	0	2.6	2	111	0.8	138	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	0	3.9	141	1.12	126	0	5	Hyperthyroid
56	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	51	5	Hyperthyroid
51	1	0	0	0	0	0	0	0	0	0	0	0	1	2.2	95	0.96	100	0	1	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	4.1	0	85	0.92	92	0	5	Negative
46	1	0	0	0	0	0	0	0	0	0	0	0	0.6	0	98	0.94	104	0	5	Negative
76	0	0	0	0	0	0	0	1	0	0	0	0	0.005	0	143	0.76	189	0	5	Hyperthyroid
55	0	0	0	0	0	0	0	0	0	0	0	1	1.7	2	102	0.96	106	0	1	Negative
70	1	0	0	0	0	0	0	0	0	0	0	0	2.4	0	70	0.9	78	0	5	Negative
47	1	0	0	0	0	0	0	0	0	0	0	0	2.6	0	73	0.79	92	0	1	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	3	1.6	71	0.82	86	0	5	Negative
25	1	0	0	0	0	0	0	0	0	0	0	0	2.9	0	88	0.87	100	0	5	Negative
60	1	0	0	0	0	0	0	0	0	0	0	0	0.005	7.1	184	1.03	177	0	5	Hyperthyroid
60	0	0	0	0	0	0	0	0	0	0	0	0	1.4	0	119	1.12	106	0	5	Negative
26	0	0	1	0	0	0	0	0	0	0	0	0	9.4	0	70	0.95	74	0	5	Hypothyroid
39	0	0	0	1	0	0	0	0	0	0	0	0	4.3	2.4	135	1.51	89	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	1	0	0.005	3.6	119	0.9	133	0	5	Hyperthyroid
74	0	0	0	0	0	0	0	0	0	0	0	0	0	1.9	98	1.06	92	0	5	Negative
40	1	0	0	0	0	0	0	0	0	0	0	1	1.4	1.8	92	0.85	108	0	1	Negative
40	0	0	0	0	0	0	0	0	0	0	0	0	1.7	0	117	1.21	97	0	5	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	1	0	103	1.01	102	0	3	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0.27	1.6	104	0.78	134	0	1	Negative
75	0	0	0	0	0	0	0	0	0	0	1	0	0.045	2	146	1.05	139	0	3	Negative
25	0	0	0	0	1	0	0	0	0	0	0	0	2.7	0	73	0.97	76	0	2	Negative
44	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	39	5	Hyperthyroid
50	0	0	0	1	0	0	0	0	1	0	0	0	0.01	2.8	74	1.14	65	0	5	Negative
53	1	0	0	0	0	0	0	0	0	0	0	0	1.8	2.4	104	0.81	128	0	1	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	1.9	0	85	0.79	108	0	5	Negative
18	0	0	0	0	0	0	0	0	0	0	0	0	0.98	0	158	1.31	120	0	5	Negative
18	0	0	0	0	0	0	0	0	0	0	0	0	4.2	0	78	0.77	102	0	3	Negative
18	0	0	0	0	0	0	0	0	0	0	0	0	12	0	142	1.37	104	0	5	Hypothyroid
18	1	0	0	0	0	0	0	0	0	0	0	0	1.3	0	91	0.98	93	0	3	Negative
28	1	0	0	0	0	0	0	0	0	0	0	1	3.1	2.7	100	0.93	108	0	1	Negative
73	0	0	0	0	0	0	0	0	1	0	0	0	3.9	2.1	130	1.11	116	0	2	Negative
25	0	0	0	0	0	0	0	0	0	0	0	0	2.1	0	107	1.15	92	0	5	Negative
45	1	1	0	0	0	0	0	0	0	0	0	0	1.4	0	101	0.95	106	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	1	2.6	1.9	115	1.02	114	0	1	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0.005	4.1	139	0.71	196	0	5	Negative
42	1	0	0	0	0	0	0	0	0	0	0	0	52	0.8	28	0.86	33	0	5	Hypothyroid
55	0	1	0	0	0	0	0	0	0	0	0	0	0.005	1.9	107	0.74	144	0	5	Negative
71	0	1	0	0	0	0	0	0	0	0	0	0	2.6	1.3	93	0.81	115	0	5	Negative
45	0	0	0	0	0	0	0	0	1	0	0	0	0	1.3	0	0	0	0	5	Negative
56	1	0	0	0	0	0	0	0	0	0	0	0	0	2.2	74	0.86	86	0	5	Negative
42	1	0	0	0	0	0	0	0	1	0	0	0	0.06	2	79	0.81	98	0	5	Negative
47	0	0	0	0	0	0	0	0	0	0	0	0	0.79	1.2	117	0.85	138	0	5	Negative
47	0	0	0	0	0	0	0	0	0	0	0	0	0.005	2	128	0.94	136	0	5	Negative

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