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	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
54	0	0	0	1	0	0	0	0	0	0	0	0	0	1.8	2.3	77	0.9	86	0	5	Negative
61	0	1	0	0	0	0	0	0	0	0	0	0	0	0.04	1.1	82	0.94	87	0	5	Negative
61	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1.6	130	1	130	0	5	Negative
40	0	1	0	0	0	0	0	0	0	0	0	0	0	4.2	1.7	93	0.91	102	0	5	Negative
76	0	0	0	0	0	0	1	0	0	0	0	0	0	1.4	2.1	80	1.13	71	0	5	Negative
53	1	0	0	0	0	0	1	0	1	0	0	0	0	0.72	1.6	65	0.65	100	0	3	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	0	0.02	5.9	183	0.82	223	0	5	Hyperthyroid
43	1	0	0	0	0	0	0	0	1	0	0	0	0	0.02	2.9	130	0.8	163	0	5	Hyperthyroid
55	1	0	0	0	0	0	0	0	0	0	0	0	0	1.8	0	64	0.66	97	0	3	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	1	1.3	0	82	0.67	122	0	1	Negative
31	0	0	0	0	0	0	0	0	0	0	0	0	1	1.2	0	122	0.84	145	0	1	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	0	0.53	0	118	0.9	131	0	5	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	86	0	0	0	1	Negative
23	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	59	0.77	77	0	1	Negative
52	0	1	0	0	0	0	0	0	0	0	0	0	0	2.4	0	121	0.88	138	0	5	Negative
20	0	0	0	0	0	0	0	1	0	0	0	0	0	0.54	0	75	0.71	106	0	5	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	0	9.4	0	34	0.63	54	0	5	Hypothyroid
63	1	0	0	0	0	0	0	0	0	0	0	0	0	1.8	1.7	90	0.79	114	0	3	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	0	1.5	0	64	0.89	72	0	5	Negative
30	1	0	1	0	0	0	0	0	0	0	0	0	0	1.5	1.7	106	0.92	115	0	3	Negative
13	1	0	0	0	0	0	0	0	0	0	0	0	0	1.4	0	82	0.95	86	0	5	Negative
35	0	1	0	0	0	0	0	0	0	0	0	0	0	0.02	0	120	0.8	150	0	5	Negative
44	0	1	0	0	0	0	0	0	0	0	0	0	0	0.02	0	154	1.04	148	0	5	Negative
47	1	1	0	0	0	0	0	0	0	0	0	0	0	2.8	1.5	91	0.92	99	0	5	Negative
30	0	0	0	0	0	0	0	0	1	0	0	0	0	2.6	2.2	140	1.33	105	0	5	Negative
17	0	1	0	0	0	0	0	0	0	0	0	0	0	0.98	1.6	138	0.84	164	0	5	Negative
79	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	102	0.8	128	0	5	Negative
57	0	0	0	1	0	0	0	0	0	0	0	0	0	16.799999	1.7	34	0.97	35	0	5	Hyperthyroid
65	0	0	0	0	0	0	0	0	1	0	0	0	0	0.15	2.4	137	0.99	138	0	3	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	134	1.01	133	0	5	Negative
66	1	1	0	0	0	0	0	0	0	0	0	0	0	5.9	1.5	108	0.89	121	0	5	Negative
38	0	0	0	0	0	0	0	0	0	0	0	0	0	0.8	0	91	1.04	88	0	1	Negative
38	1	0	0	0	0	0	0	0	0	0	0	0	0	0.35	0	132	1.04	127	0	1	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	77	0.89	87	0	1	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0	2.6	0	115	0.97	119	0	1	Negative
48	0	0	0	0	0	0	1	0	0	0	0	0	0	2.9	0	109	0.99	110	0	5	Negative
60	1	1	0	0	0	0	1	0	0	0	0	0	0	5.5	0	105	0.81	130	0	5	Negative
60	0	1	0	0	0	0	0	0	0	0	0	0	0	0.12	0	138	0.8	173	0	5	Negative
52	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2.2	71	0.78	91	0	5	Negative
56	1	0	0	0	0	0	0	0	0	0	0	0	0	74	0.5	5	0.93	5.5	0	5	Hypothyroid
25	0	0	0	0	0	0	0	0	0	0	0	0	0	0.72	0	128	1.03	124	0	0	Negative
47	0	0	0	0	0	0	0	0	0	0	0	0	0	1.5	0	97	0.83	117	0	5	Negative
47	0	0	0	0	0	0	0	0	0	0	0	0	0	2.1	0	97	0.66	147	0	5	Negative
66	1	1	0	0	0	0	0	1	0	0	0	0	0	5	2	106	1.05	101	0	3	Negative
35	0	0	0	0	0	0	0	0	1	0	0	0	0	0.47	1.4	42	0.73	58	0	5	Hyperthyroid
33	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	22	5	Negative
42	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	114	0.9	127	0	5	Negative
32	0	1	0	0	0	0	0	0	0	0	0	0	0	2.1	0	113	1.04	109	0	5	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	0	1.1	2	68	0.93	73	0	5	Negative
27	1	0	0	0	0	0	0	0	1	0	0	0	0	0.97	2.7	96	0.8	120	0	5	Negative
52	0	0	0	0	0	0	0	0	0	0	0	0	0	0.035	1.9	84	0.67	125	0	5	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	0	0.3	2.2	98	0.77	127	0	5	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	0	1.4	2.5	180	1.25	144	0	5	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	0	3.4	0	75	0.95	79	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0	2.7	0	100	1.1	91	0	5	Negative
85	0	0	0	0	0	0	0	0	1	0	0	0	0	32	0	55	0.89	62	0	5	Hypothyroid
23	0	0	0	0	0	0	0	0	0	0	0	0	0	2.7	0	64	0.8	80	0	5	Negative
52	1	0	0	0	0	0	0	0	0	0	0	0	1	1.5	0	98	0.88	111	0	1	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	0	0.85	0	94	0.53	177	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	0	1.2	0	117	1.09	107	0	5	Negative
60	0	1	0	0	0	0	0	1	0	0	0	0	0	3	1.6	104	0.98	106	0	5	Negative
30	1	0	0	0	0	0	0	0	0	0	0	0	0	4.3	2	154	1	154	0	3	Negative
37	0	0	0	0	0	0	0	0	0	0	0	1	0	1.7	1.8	72	0.69	104	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0	1.9	0	130	1.03	126	0	5	Negative
53	0	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	120	0.96	125	0	5	Negative
39	1	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	59	0.8	74	0	5	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	0	53	1.6	113	1.29	88	0	5	Hypothyroid
69	0	0	0	0	0	0	0	0	0	0	0	0	0	1.8	2.4	132	1.21	109	38	5	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	0	2.5	0	67	0.99	68	0	3	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	0	2.5	0	139	1.07	130	0	5	Negative
56	1	0	0	0	0	0	0	0	0	0	0	0	0	2.3	0	129	1	129	0	1	Negative
58	0	0	0	0	0	1	0	0	0	0	0	0	0	0.4	0	77	0.81	95	0	3	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	0	0.89	0	118	0.91	130	0	3	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	0	5.2	0	65	1.07	61	0	3	Negative
59	1	0	0	0	1	0	0	0	0	1	0	0	1	4.2	2.5	90	1.02	88	0	1	Negative
71	1	0	0	0	0	0	0	0	0	0	0	0	0	3.4	2.1	87	0.89	98	0	5	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0	0	2	0	119	0.88	135	0	5	Negative
80	1	0	0	0	0	0	0	0	0	0	0	0	0	1.2	0	57	0.78	73	0	3	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0	0	1.7	0	145	1.13	128	0	5	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	0	3.9	0	80	0.75	107	0	1	Negative
70	1	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	99	0.86	115	0	2	Negative
58	0	0	0	0	0	0	0	0	0	1	0	0	0	0.95	0	88	0.85	104	0	1	Negative
55	0	0	0	0	0	0	0	0	0	1	0	0	1	3.1	0	64	0.9	71	0	1	Negative
49	0	0	0	1	0	0	0	0	0	0	0	0	0	0.035	2.4	180	1.25	144	0	5	Negative
72	0	1	0	0	0	0	0	0	0	0	0	0	0	3.5	1.6	108	0.83	130	0	5	Negative
59	0	1	0	0	0	0	0	0	0	0	0	0	0	30	1.1	45	0.91	49	0	5	Hypothyroid
71	0	0	0	0	0	0	0	0	0	0	0	0	0	1.8	0	105	0.96	109	0	3	Negative
41	0	1	0	0	0	0	0	0	0	0	0	0	0	3.3	1.7	115	0.87	132	0	5	Negative
59	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	43	0.81	53	0	5	Negative
61	1	0	0	0	0	0	0	0	0	1	0	0	0	3	1.2	69	0.99	70	0	1	Negative
34	0	0	0	0	0	0	0	0	1	0	0	0	0	0.09	2.1	116	0.98	118	0	5	Negative
57	0	0	1	0	0	0	0	0	0	0	0	0	0	0	2.1	93	0.84	111	0	5	Negative
39	1	0	0	0	0	0	0	0	0	0	0	0	0	2.8	0	89	0.9	99	0	5	Negative
39	1	0	0	0	0	0	0	0	0	0	0	0	1	6	0	135	0.96	141	0	1	Negative
21	0	0	0	0	0	0	0	0	0	0	0	0	0	1.2	0	83	0.65	128	0	5	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	80	0.77	104	0	5	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	0	3.6	0	110	1.04	106	0	1	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	0	2.8	0	71	0.76	93	0	5	Negative
26	0	1	0	0	0	0	0	0	0	0	1	0	0	0	3	189	1.21	156	0	5	Negative
53	1	0	0	0	0	0	0	0	0	0	0	0	0	1.4	2.2	91	0.76	120	0	5	Negative

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