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	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
73	0	0	0	0	0	0	0	0	0	1	0	0	2.4	1.3	43	0.9	48	0	5	Hyperthyroid
37	0	0	0	0	0	0	0	0	0	0	1	0	0.69	0	123	0.97	128	0	5	Negative
37	0	0	0	0	1	0	0	0	0	0	0	0	1.6	0	142	1.23	115	0	5	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	36	5	Hyperthyroid
51	0	0	0	0	0	0	0	0	0	0	0	0	1.1	5.3	116	0.97	119	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.07	3.8	148	0	0	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	3	1.3	127	1.11	115	0	1	Negative
30	1	1	0	1	0	0	0	0	0	0	0	0	0.99	1.9	119	0.83	143	0	5	Negative
30	0	1	0	0	0	0	0	0	0	0	0	0	2	1.9	107	0.85	126	0	5	Negative
74	0	0	1	0	0	0	0	0	0	0	0	0	0.36	1.3	96	0.75	129	0	3	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0	3.2	0	111	1.02	109	0	3	Negative
54	0	1	0	0	0	0	0	0	0	0	0	0	0.065	1.7	148	0.95	155	0	5	Negative
25	1	0	0	0	0	0	0	0	0	0	0	1	2.8	2.6	111	0.87	127	0	1	Negative
55	0	1	0	0	0	0	0	0	0	0	0	0	2.4	2.3	143	0.95	151	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	1	2.1	100	0.77	130	0	1	Negative
82	0	0	0	0	0	0	0	0	0	0	0	0	6.2	1.5	99	0.9	110	0	1	Hypothyroid
77	1	0	0	0	1	0	0	0	0	0	0	0	1.7	1.9	80	0.9	90	0	2	Negative
74	0	0	0	0	0	0	0	0	0	1	0	0	0.19	1.9	109	0.97	112	0	5	Negative
24	0	0	0	0	0	0	0	0	0	0	1	0	1.04	2.5	116	0.89	131	0	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	0	5.9	1.2	53	0.79	67	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	1.2	0	63	0.89	71	0	3	Negative
63	0	0	0	0	0	0	0	0	0	0	0	0	0.75	0	98	0.72	135	0	5	Negative
84	0	1	0	0	0	0	0	0	0	0	0	0	2.2	0	92	0.63	146	0	3	Negative
84	0	0	0	0	0	0	0	0	1	0	0	0	4	2.4	123	0	0	0	5	Negative
53	1	0	0	0	0	0	0	0	0	0	0	0	2.5	2.2	126	0	0	0	5	Negative
83	1	0	0	0	0	0	0	0	0	0	0	0	1.9	0.5	134	0.73	183	0	1	Negative
42	0	0	0	0	0	0	0	0	1	0	0	0	2	1.8	126	0.91	138	0	5	Negative
56	0	0	1	0	0	0	0	0	0	0	0	0	0	0	109	0.89	122	0	5	Negative
75	0	1	0	0	0	0	0	0	0	0	0	0	4.8	1.6	93	0.96	96	0	5	Negative
32	0	1	0	0	0	0	0	0	0	0	0	0	0	2.3	157	1.05	150	0	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	1	3.7	2.1	124	0.95	131	0	1	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0	1.1	0	90	0.79	114	0	5	Negative
32	0	0	0	0	0	0	0	0	1	0	0	0	1.2	0	104	0.96	108	0	5	Negative
48	0	0	0	0	0	0	0	0	0	1	0	0	2.9	1.7	75	0.97	77	0	5	Negative
17	0	0	0	0	1	0	0	0	0	0	0	0	1.2	0	153	1.31	116	0	5	Negative
68	0	0	0	0	0	0	0	0	1	0	0	0	1.6	0	96	0.96	100	0	3	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	0.1	1.7	122	0.91	135	0	3	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0	0.65	0	114	0.96	118	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	2.4	0	88	0.82	108	0	3	Negative
62	0	0	0	0	0	0	0	0	1	0	0	0	3.6	1.8	139	1.11	125	0	3	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.8	111	0.92	120	0	3	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	2.6	2.1	115	0.9	129	0	3	Negative
21	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	29	5	Negative
15	1	0	0	0	0	0	0	0	0	0	0	0	3.3	2.5	144	1.19	121	0	3	Negative
15	0	0	0	0	0	0	0	0	0	0	0	0	3.3	2.3	120	1.09	110	0	5	Negative
15	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	110	5	Hyperthyroid
15	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	156	1.02	152	0	5	Negative
15	1	0	0	0	0	0	0	0	0	0	0	0	0.9	2.9	101	0.96	106	0	3	Negative
26	1	0	0	0	0	0	0	0	0	0	0	0	0.73	2.9	102	0.88	116	0	1	Negative
58	0	0	0	0	1	0	0	0	0	0	0	0	1.1	0	118	1.04	113	0	5	Negative
20	0	0	0	0	0	0	0	0	0	0	1	0	1.5	0	103	1.12	92	0	0	Negative
20	0	1	0	0	0	0	0	0	1	1	0	0	2	1.8	130	1.01	128	0	5	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	2.6	0	142	1.2	118	0	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	44	5	Hyperthyroid
66	0	0	0	0	0	0	0	0	0	0	0	0	0.87	1.8	110	0.89	124	0	5	Negative
73	0	1	0	0	0	1	0	0	0	0	0	0	1.2	1.8	121	0.91	134	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	1	0	0.85	2.1	93	0	0	0	5	Negative
81	0	0	0	0	0	0	0	0	1	0	0	0	0.67	0	112	0.95	118	0	5	Negative
24	0	0	0	0	0	0	0	0	0	0	0	0	1.9	2.2	77	0.78	100	0	1	Negative
18	1	0	0	0	0	0	0	0	0	0	0	0	0.48	1.5	87	0.87	100	0	1	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0	1.7	1.7	101	0.8	126	0	1	Negative
83	0	0	0	0	0	0	0	0	0	0	0	0	7	0	148	0.87	170	0	3	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	0.95	0	120	1.08	110	0	5	Negative
46	1	0	0	0	0	0	0	0	0	0	0	1	3	2.3	85	0.9	94	0	3	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	0.39	0	139	0.78	179	0	3	Negative
76	1	0	0	0	1	0	0	0	0	0	0	0	1.5	1.9	95	0.91	118	0	3	Negative
40	0	1	0	0	0	0	0	0	0	0	0	0	0.44	1.9	146	0.85	172	0	5	Negative
40	1	0	0	0	0	0	0	0	0	0	0	1	0	2.1	100	0.96	104	0	1	Negative
40	1	0	0	0	0	0	0	0	0	0	0	0	0	1.6	99	0.71	140	0	1	Negative
63	1	0	0	0	0	0	0	0	0	0	0	0	1.3	2.4	91	0.79	115	0	3	Negative
45	1	0	0	0	0	0	0	0	0	0	0	0	2.1	0	117	0.99	118	0	5	Negative
33	0	0	0	0	0	0	1	0	0	0	0	0	8.799999	2	91	0.82	111	0	5	Hyperthyroid
72	0	0	0	0	0	0	0	1	0	1	0	0	0.135	2.2	112	0.95	118	0	5	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	1.6	2.2	131	1.06	123	0	3	Negative
53	1	0	0	0	0	0	0	0	0	0	0	0	3.6	2.5	123	1	123	0	3	Negative
33	1	0	0	0	0	0	0	0	0	1	0	0	2.1	3.9	115	1.04	110	0	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	1	2.3	140	1.1	127	0	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	3.1	1.5	113	0.93	122	0	5	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	0.99	2.6	152	1.13	135	0	1	Negative
47	1	0	0	0	0	0	0	0	0	1	0	0	0.49	1.7	101	0.75	134	0	5	Negative
38	0	0	0	0	0	0	0	0	1	1	0	0	2.5	2	128	1.12	115	0	5	Negative
27	0	0	0	0	0	1	0	0	0	0	0	0	0.36	2.4	114	1	115	0	0	Negative
20	0	0	0	0	0	0	0	0	0	0	0	0	3.1	2	119	0	0	0	0	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	2.4	2.4	130	0.95	137	0	5	Negative
52	0	0	0	0	0	0	0	0	0	0	0	0	4.5	1.2	108	0.73	148	0	5	Negative
52	1	0	0	0	0	0	0	0	0	0	0	1	0.9	2	101	1.08	94	0	1	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	4.2	0	99	0.89	111	0	3	Negative
76	0	0	0	0	0	0	1	0	0	1	0	0	1.8	2.5	136	1.06	129	0	5	Negative
69	0	0	1	0	0	0	0	0	0	0	0	0	0.18	1.4	104	0.68	153	0	5	Negative
69	0	0	0	0	0	0	0	0	0	0	0	0	0.79	1.7	118	0.99	119	0	5	Negative
87	0	0	0	0	0	0	0	0	0	0	0	0	2.1	2.1	118	0.93	127	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	0.74	2.2	95	0.84	113	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	2.5	0	98	0.81	120	0	0	Negative
43	0	0	0	1	0	0	0	0	0	0	0	0	0.04	4.5	161	1.08	149	0	5	Negative
57	1	0	0	0	0	0	0	0	1	0	0	0	11	2.1	134	0	0	0	5	Hypothyroid
58	1	0	0	0	0	0	0	0	0	0	0	0	1.4	2.5	99	1.15	86	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.8	82	0.95	86	0	5	Negative
70	1	0	0	0	0	0	0	0	0	0	0	0	0.97	1.3	113	0.91	124	0	3	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	1.2	0	130	0.91	143	0	5	Negative
56	0	0	1	0	0	0	0	0	0	0	0	0	0	0	136	0.88	155	0	5	Negative

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