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	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
28	1	0	0	0	0	0	0	0	0	0	0	0	1.4	2.3	120	0.94	128	0	3	Negative
72	0	0	0	0	1	0	0	0	0	0	0	0	3.8	1.2	122	1.17	104	0	3	Negative
75	0	0	0	0	0	0	0	0	1	0	0	0	1.7	3.1	90	0.96	94	0	5	Negative
67	0	0	0	0	0	0	1	0	0	0	0	0	0.77	0	95	1.02	93	0	5	Negative
26	1	0	0	0	0	0	0	0	0	1	0	0	3.1	2.6	95	0.89	107	0	1	Negative
81	0	0	0	1	0	0	0	0	1	0	0	0	1.2	2.3	89	1.14	78	0	5	Negative
43	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	75	0.91	82	0	5	Negative
45	1	0	0	0	0	0	0	0	0	0	0	0	2.8	0	89	0.97	92	0	5	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	0.07	0	147	0.95	155	0	5	Negative
60	0	1	0	0	0	0	0	0	0	0	0	0	3.4	1.2	109	0.86	127	0	5	Negative
30	1	0	0	0	0	0	0	0	0	0	0	1	3.4	0	94	0.83	113	0	1	Negative
47	0	0	0	0	0	0	0	0	1	0	0	0	1.4	0	135	1.06	127	0	5	Negative
43	0	0	0	0	0	0	0	0	0	0	0	0	1.9	0	77	0.9	86	0	5	Negative
43	0	0	0	0	0	0	0	0	0	0	0	1	1.6	0	134	0.86	156	0	1	Negative
66	0	0	0	0	0	0	0	0	0	0	0	1	0.93	0	114	1.02	112	0	3	Negative
45	1	0	0	0	0	0	0	0	0	1	0	1	2.5	0	108	0.98	110	0	1	Negative
1	1	0	0	0	0	0	0	0	1	0	0	0	6.5	0	133	1.26	106	0	0	Hypothyroid
33	0	0	0	0	0	0	0	1	0	0	0	0	41	0	95	1.02	93	0	5	Hypothyroid
56	0	0	0	0	0	0	0	0	0	0	0	0	3.9	0	83	0.86	97	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	5	0	98	1.01	97	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	3.6	0	91	0.8	114	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	134	1.03	130	0	5	Negative
44	0	0	0	0	0	0	0	0	0	0	0	0	1.8	0	97	1.05	92	0	5	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0	1.1	0	84	0.82	102	0	5	Negative
50	0	0	0	0	0	0	0	0	0	0	0	0	3.7	0	118	0.99	119	0	1	Negative
74	0	0	0	0	0	0	0	0	0	0	0	0	2	0	99	0.94	105	0	1	Negative
51	0	0	0	0	0	0	0	0	0	0	1	0	1.4	2.3	122	1.1	111	0	5	Negative
29	0	0	0	0	0	0	0	0	0	0	0	0	1.5	1.6	83	1.01	82	0	5	Negative
57	0	0	0	0	0	0	0	0	1	0	0	0	0.07	1.6	75	1.09	69	0	5	Negative
59	0	1	0	0	0	0	0	0	0	0	0	0	2	0	157	1.05	150	0	5	Negative
22	0	0	0	0	0	0	0	0	0	0	0	0	3	2.2	134	0.97	138	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	4.5	1.2	151	1.14	132	0	3	Negative
33	0	0	0	0	0	0	0	0	0	0	1	0	6.7	0	90	1.02	88	0	5	Hypothyroid
34	0	0	0	0	0	0	0	0	1	0	0	0	0.24	2.7	117	1.08	108	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	1	2	2.4	96	0.98	98	0	1	Negative
49	0	0	0	0	0	0	0	0	1	0	0	0	0.075	3.3	239	1.28	187	0	5	Hyperthyroid
49	0	0	0	0	0	0	0	0	0	0	0	0	1.4	0	97	0.71	137	0	5	Negative
81	0	0	0	0	0	0	0	0	0	0	0	0	3.2	0	75	1	75	0	5	Negative
54	0	0	0	0	0	0	1	0	0	0	0	0	0.075	5	216	0.86	251	0	5	Hyperthyroid
31	1	0	0	0	0	0	0	0	0	0	0	0	0.47	0	92	0.91	101	0	3	Negative
76	0	0	0	0	0	0	0	0	0	0	0	1	3.4	1.9	126	1.18	107	0	3	Negative
74	1	0	0	0	0	0	0	0	0	0	0	0	0.7	0	90	0.77	117	0	3	Negative
18	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	61	0.77	79	0	5	Negative
18	0	0	0	0	0	0	0	0	0	0	0	0	5.9	2.1	93	0.96	97	0	5	Negative
73	0	0	0	0	0	0	0	0	1	0	0	0	7.3	2.1	139	1.15	121	0	5	Hypothyroid
49	0	0	0	1	0	0	0	0	0	0	0	0	0.1	3.1	139	1.14	122	0	5	Negative
62	0	0	0	0	0	0	0	1	0	0	0	0	0	0	98	1	98	0	5	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	2.9	1.6	109	0.83	131	0	5	Negative
45	1	1	0	0	0	0	0	0	0	1	0	1	1.7	1.8	94	0.86	109	0	1	Negative
45	1	0	0	0	0	0	0	0	0	1	0	0	2.3	2.2	98	0.93	105	0	1	Negative
43	0	0	0	0	0	0	0	0	0	0	0	0	5.5	0.4	47	0.88	53	0	5	Hypothyroid
76	1	0	0	0	1	0	0	0	0	0	0	0	0.26	0.1	34	0.61	56	0	5	Negative
35	0	0	0	0	0	0	0	0	0	1	0	0	1.1	1.8	111	1.02	109	0	1	Negative
38	0	0	0	0	0	0	0	0	0	0	0	0	0.085	4	221	1.09	203	0	5	Hyperthyroid
64	0	0	0	0	0	0	0	0	0	0	0	0	0.32	0	99	1.01	98	0	5	Negative
39	1	1	0	0	0	0	0	0	0	0	0	0	0.105	4.1	131	0.95	138	0	5	Hyperthyroid
58	0	0	0	0	0	0	0	0	0	0	0	0	6.4	0	117	1.04	113	0	5	Hypothyroid
38	0	0	0	0	0	0	0	0	0	0	0	0	5.5	0	131	1.15	114	0	5	Negative
29	0	0	0	0	0	0	0	0	0	0	0	0	2.1	1.6	99	0.87	114	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.27	0	117	1.08	108	0	5	Negative
58	0	1	0	0	0	0	0	0	0	0	0	0	0.52	0	116	0.98	118	0	5	Negative
1	0	0	0	0	0	0	0	0	0	0	0	0	2.1	0	117	0.97	121	0	5	Negative
55	0	0	0	0	0	0	0	0	0	1	0	0	7.2	0	106	0.83	128	0	3	Hypothyroid
33	1	0	0	0	0	0	0	0	0	1	0	0	4.5	2.1	83	0.95	87	0	1	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	2	2	177	1.18	150	0	5	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	8.9	0	119	1.19	100	0	5	Hypothyroid
21	0	0	0	0	0	0	0	0	0	0	0	0	8.5	1.6	112	0.91	123	0	5	Hypothyroid
66	0	0	0	0	0	0	0	0	0	0	0	0	7.8	0	77	0.76	101	0	5	Hypothyroid
63	1	0	0	0	0	0	0	0	0	0	0	1	3.2	1.9	114	1	114	0	1	Negative
32	0	0	0	0	0	0	0	0	0	0	0	0	0.1	0	153	0.67	228	0	3	Hyperthyroid
58	0	0	0	0	0	0	0	0	0	0	0	0	1	1.9	112	0.95	118	0	3	Negative
31	0	1	0	0	0	0	0	0	0	0	0	0	166	0.6	32	1.04	31	0	3	Hypothyroid
87	0	0	0	0	0	0	0	0	0	0	0	0	2	1.3	98	0.91	108	0	3	Negative
82	0	0	0	0	0	0	0	0	0	0	0	0	1.9	0	122	1.12	109	0	3	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	6.2	2	73	1	73	0	5	Hypothyroid
25	0	0	0	0	0	0	0	0	0	0	0	0	1.5	0	156	1.36	115	0	5	Negative
25	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	16	5	Negative
44	1	0	0	0	0	0	0	0	0	1	0	0	1.9	1.8	94	0.89	106	0	1	Negative
44	0	0	0	0	0	0	0	0	0	0	0	0	5.4	0	75	0.82	91	0	1	Negative
86	0	0	0	0	0	0	0	0	0	0	0	0	4	0	106	0.83	128	0	5	Negative
42	0	0	0	0	0	0	0	0	0	0	0	0	0.065	2.3	130	1.03	126	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	1	0	0.04	3.8	292	0.91	321	0	5	Hyperthyroid
69	0	0	0	0	0	0	0	0	0	0	0	0	1.8	1.6	109	0.93	117	0	3	Negative
22	0	0	0	0	0	0	0	0	0	0	0	0	1.4	0	88	0.73	121	0	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	0	4.4	2.8	118	1.01	117	0	1	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	1.1	2.3	99	0.86	115	0	1	Negative
38	0	1	0	0	0	0	0	1	0	0	0	0	4.3	1.5	142	0.97	146	0	5	Negative
35	0	0	0	0	0	0	0	0	1	0	0	0	0.52	2.6	91	0.97	94	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	29	5	Negative
52	0	1	0	0	0	0	0	0	0	0	0	0	0.04	0	176	1.49	118	0	5	Negative
42	0	0	0	0	0	1	0	0	0	0	0	1	3.8	2.3	127	0.97	131	0	1	Negative
63	0	0	0	0	0	0	0	0	0	0	0	0	7.3	0	142	1.26	113	0	5	Hypothyroid
63	0	0	0	0	0	0	0	0	0	0	0	0	3	0	101	0.96	105	0	5	Negative
71	0	0	0	0	0	0	0	0	0	0	0	0	3.4	0	106	0.93	114	0	5	Negative
16	0	1	0	0	0	0	0	1	0	0	0	0	0.21	2.4	126	0.93	135	0	5	Negative
19	0	0	0	0	0	0	0	0	0	0	0	1	0.91	2.2	96	0.88	109	0	1	Negative
61	0	0	0	0	0	0	0	0	0	0	0	1	2.2	1.8	123	1.04	118	0	1	Negative
54	0	1	0	0	0	0	0	0	0	0	0	0	3.1	1.9	98	1.01	97	0	5	Negative
65	0	1	0	0	0	0	0	0	0	0	0	0	1.4	1.9	109	0.92	118	0	5	Negative
56	0	0	1	0	0	0	0	0	0	0	0	0	1.6	3	104	1.15	90	0	5	Negative

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