Split (1)

train · 20.3k rows

age int64	sex int64	on_thyroxine int64	on_antithyroid_meds int64	sick int64	thyroid_surgery 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
20	0	1	0	0	0	0	0	0	0	0	0	0.025	0	182	1.43	127	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	1.1	0	83	0.75	111	0	5	Negative
54	1	0	0	0	0	0	0	0	0	0	0	0.02	0	85	0.85	100	0	3	Negative
82	0	0	0	0	0	0	0	0	0	0	0	1.5	0	116	0.92	126	0	5	Negative
78	0	0	0	0	0	0	0	0	0	0	0	6.3	0	59	0.98	60	0	5	Hypothyroid
78	0	0	0	0	0	0	0	0	0	0	0	2.1	0	137	0.96	143	0	1	Negative
78	1	0	0	0	0	0	0	0	0	0	0	1.3	0	85	0.69	123	0	1	Negative
23	0	0	0	0	0	0	0	0	0	0	0	1.1	0	87	0.97	90	0	5	Negative
15	0	0	0	0	0	0	0	0	0	0	0	0	0	73	0.87	84	0	5	Negative
31	0	0	0	0	1	0	0	0	0	0	0	4.7	2.6	73	0.97	75	0	5	Negative
58	0	0	0	0	0	0	0	0	0	0	0	20	0	39	1	39	0	3	Hypothyroid
19	0	0	0	0	0	0	0	0	0	0	0	500	0.5	5	1.19	4	0	5	Hypothyroid
28	0	0	0	0	0	0	0	0	0	0	0	2.1	0	85	0.73	116	0	5	Negative
60	0	0	0	0	0	0	1	1	0	0	0	0.02	1.4	90	0.81	111	0	5	Negative
77	0	1	0	0	0	0	1	0	0	0	0	3.6	1.8	134	1.02	131	0	5	Negative
61	0	0	0	0	0	0	0	0	0	0	0	9.099999	0	82	0.84	98	0	3	Hypothyroid
53	0	0	0	0	0	0	0	0	0	0	0	0.02	0	0	0	0	0	5	Negative
66	0	0	0	0	0	0	1	0	0	0	0	6.7	0	56	0.73	77	0	5	Negative
66	1	0	0	0	0	0	0	0	0	0	0	6.9	0	95	1.05	90	0	5	Hypothyroid
66	1	0	0	0	0	0	0	0	0	0	0	1.4	0	66	0.93	71	0	1	Negative
56	1	0	0	0	0	0	0	0	0	0	0	2.2	2.2	90	0.84	107	0	1	Negative
56	0	0	0	1	0	0	0	0	0	0	0	2.4	0	67	0.71	94	0	5	Negative
76	0	0	0	0	0	0	0	0	0	0	0	3.4	0	97	1.23	79	0	3	Negative
58	0	0	0	0	0	0	0	0	0	0	0	2.5	1.4	63	0	0	0	5	Negative
51	0	1	0	0	0	0	0	0	0	0	0	1.5	0	95	0.77	123	0	5	Negative
51	1	0	0	0	1	0	0	0	0	0	0	2.7	2	115	0.9	128	0	5	Negative
65	1	0	0	0	0	0	0	0	0	0	0	7.2	1.7	81	0.9	90	0	5	Hypothyroid
35	0	1	0	0	0	0	0	0	0	0	0	1.2	0	93	0.76	122	0	0	Negative
69	1	0	0	1	0	0	0	0	0	0	0	1.3	0	109	0.93	117	0	5	Negative
59	1	0	0	0	0	0	0	0	0	0	0	6	1.1	48	0.62	77	0	3	Negative
59	0	0	1	0	0	0	0	0	0	0	0	3.2	1.8	106	1.16	91	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0.76	0	121	1.11	109	0	5	Negative
41	1	0	0	0	0	0	0	0	0	0	0	2.3	0	97	0.96	101	0	1	Negative
41	0	0	0	0	0	0	0	0	0	0	1	4.5	0	97	0.85	114	0	1	Negative
51	1	0	0	0	0	0	0	0	0	0	1	1.7	0	72	0.92	78	0	1	Negative
42	0	0	0	0	0	0	0	0	0	0	0	3.4	0	90	0.93	97	0	5	Negative
26	1	0	0	0	1	0	0	0	0	0	0	0.56	2.1	137	0.91	151	0	5	Negative
52	0	0	0	0	0	0	0	0	0	0	0	1.9	0	104	0.8	130	0	5	Negative
25	0	0	0	0	0	0	0	0	0	0	1	2.4	2	106	0.85	125	0	1	Negative
84	1	0	0	0	0	0	0	0	0	0	0	5	2.6	128	1.14	112	0	5	Negative
84	0	0	0	0	0	0	0	0	0	0	0	14	6.7	280	0.85	329	22	5	Hyperthyroid
72	1	0	0	1	0	0	0	0	0	0	0	0	0	84	0.94	89	0	5	Negative
65	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	10	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0.64	0	144	1.15	125	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0.7	0	93	0.88	106	0	1	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0.54	2	112	1.11	101	0	5	Negative
52	1	0	0	0	0	0	0	0	0	0	0	9.599999	1.2	126	0.9	140	0	5	Hypothyroid
52	1	0	0	0	0	0	0	0	0	0	0	2.6	0	91	0.9	101	0	5	Negative
18	0	0	0	0	0	0	0	0	0	0	0	2.1	0	143	0	0	0	1	Negative
74	0	0	0	1	0	0	0	0	0	0	0	0.99	1.9	121	1.09	111	0	3	Negative
38	0	1	0	0	0	0	0	0	0	0	0	0.55	2.2	145	1.01	144	0	5	Negative
66	0	1	0	0	0	0	0	0	0	0	0	0.02	2.4	122	0.92	133	0	5	Negative
63	1	1	0	0	0	0	0	0	0	0	0	2.5	1.8	94	0.88	107	0	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	2	2	99	1.1	90	0	5	Negative
62	0	1	0	0	0	0	0	0	0	0	0	0.94	1.8	83	0.82	101	0	5	Negative
60	1	0	0	0	0	0	0	0	0	0	0	0	0	94	1.09	86	0	5	Negative
66	0	0	0	0	1	0	0	0	0	0	0	3.6	1.9	82	1.13	73	0	5	Negative
77	0	0	0	0	0	1	0	0	0	0	0	39	1.2	48	1.14	42	0	5	Hyperthyroid
71	0	0	0	0	0	0	1	0	0	0	0	23	1.8	87	0.96	91	0	5	Hypothyroid
31	1	1	0	0	0	0	0	0	0	0	0	1.3	1.6	124	0.96	129	0	5	Negative
30	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	36	5	Hyperthyroid
69	1	0	0	0	0	0	0	1	0	0	0	2.2	0	87	0.8	109	0	5	Negative
44	1	0	0	0	0	0	0	0	0	0	0	0	2.7	101	1.1	92	0	5	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0.99	0	70	0.67	104	0	5	Negative
47	0	0	0	0	0	0	0	0	0	0	0	3.1	0	133	1.07	124	0	5	Negative
67	1	0	0	0	0	0	0	0	0	0	0	5.4	1.2	88	0.69	128	0	3	Negative
42	0	0	0	0	0	0	1	1	0	0	0	0	2.1	0	0	0	0	5	Negative
15	0	0	0	0	0	0	0	0	0	0	0	4.8	0	69	1.02	68	0	5	Negative
56	0	1	0	0	0	0	0	1	0	0	0	2	2	94	0.9	104	0	5	Negative
46	1	0	0	0	0	0	1	1	0	0	0	4	2.2	123	0.9	137	0	5	Negative
46	1	0	0	0	0	0	0	0	0	0	1	1.8	0	123	0.99	124	0	1	Negative
23	0	0	0	0	0	0	0	0	0	0	0	1.5	0	121	1.21	100	0	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	1.1	2.6	117	1.05	111	0	1	Negative
45	0	0	0	0	0	0	0	0	0	0	0	1.4	0	66	0.77	86	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0.68	2	90	0.8	113	0	5	Negative
57	1	0	0	0	0	0	0	0	0	0	0	4.8	2.4	164	1.12	146	0	3	Negative
88	0	0	0	0	0	0	0	0	0	0	0	1.9	1.3	110	0.82	134	0	3	Negative
49	0	0	0	0	0	0	0	0	0	0	0	4.6	2.2	92	0.83	111	0	3	Negative
82	1	0	0	0	0	0	0	0	0	0	0	3.5	0	116	0.74	157	0	1	Negative
23	0	0	0	0	0	0	0	0	0	0	0	2.3	0	158	1.55	102	0	5	Negative
17	1	0	0	0	0	0	0	0	0	0	0	1.3	0	74	0.77	96	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	Negative
47	1	0	0	0	0	0	0	0	0	0	0	1	0	74	0.59	125	0	5	Negative
74	0	0	0	0	0	0	0	1	0	0	0	5.1	2.5	132	0.97	136	0	3	Negative
69	1	0	0	0	0	0	0	0	0	0	1	0.41	0	117	1.14	103	0	3	Negative
39	1	0	0	0	0	0	0	0	0	0	1	1.7	0	90	0.68	132	0	1	Negative
55	1	0	0	0	0	0	0	0	1	0	0	2.9	0	143	0.91	157	0	1	Negative
45	1	0	0	0	0	0	0	0	0	0	0	3.3	2	93	0.98	95	0	5	Negative
57	0	0	1	0	0	0	0	0	0	0	0	3.3	2.5	66	0.91	73	0	5	Negative
27	0	0	0	0	0	0	0	0	0	0	0	1.5	0	90	0.82	110	0	5	Negative
26	1	0	0	0	0	0	0	0	0	0	1	0.5	1.8	111	0.83	134	0	1	Negative
26	1	0	0	0	0	0	0	0	0	0	0	1	0	80	0.75	107	0	1	Negative
66	0	0	0	0	0	0	0	0	0	0	0	1.5	0	78	0.7	111	0	5	Negative
66	1	0	0	0	0	0	0	0	0	0	1	3.7	0	105	0.83	127	0	1	Negative
81	0	0	0	0	0	0	0	0	0	0	0	5.1	1.7	98	0	0	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	4.2	2.4	102	1.02	100	0	1	Negative
74	0	0	0	0	0	0	0	1	0	0	0	3.6	2	84	0.78	108	0	3	Negative
58	1	0	0	0	0	0	0	0	0	0	0	1.2	0	98	0.93	105	0	3	Negative
95	0	0	0	0	0	0	0	0	0	0	0	1.6	0	98	0.91	108	0	5	Negative
66	1	0	0	0	0	0	0	0	0	0	0	0.73	1.5	97	0.71	136	0	3	Negative

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