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
77	0	0	0	0	0	0	0	1	0	0	0	0.42	1.3	67	1.08	62	0	5	Negative
65	0	1	0	0	0	0	0	0	0	0	0	0.025	0	121	0.94	129	0	5	Negative
36	1	0	0	0	0	0	0	0	1	0	0	0.71	1.7	93	0.88	106	0	1	Negative
13	0	0	0	0	0	0	0	0	0	0	0	2.5	1.7	96	0.68	142	0	3	Negative
57	1	0	0	0	0	0	0	0	0	0	0	1.6	1.5	93	0.97	95	0	1	Negative
22	0	0	0	0	0	0	0	0	0	1	0	1.8	0	95	0.98	97	0	5	Negative
53	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	19	5	Negative
42	1	0	0	0	0	0	0	0	0	0	0	1.9	1.7	101	0.84	120	0	1	Negative
66	0	0	0	0	0	0	0	1	0	0	0	0.05	1.1	69	0.78	88	0	5	Negative
80	0	1	0	0	0	0	0	0	0	1	0	0.83	1.9	116	0	0	0	5	Negative
54	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	23	5	Negative
22	0	0	0	0	0	0	0	0	0	0	0	1.2	0	86	0.86	99	0	5	Negative
80	1	0	0	0	0	0	0	0	0	0	0	0.46	1.8	115	1	115	0	3	Negative
73	0	0	0	0	0	0	0	0	0	0	0	37	0	86	0.82	105	0	3	Hypothyroid
76	1	0	0	0	0	0	0	0	0	0	0	8.2	0	125	0.81	153	0	3	Hypothyroid
59	1	0	0	0	0	0	0	0	0	0	0	2.8	1.8	101	1.07	94	0	1	Negative
53	0	0	0	0	0	0	0	0	0	0	0	1.2	1.6	68	0.87	78	0	1	Negative
53	1	0	0	0	0	0	0	0	0	0	0	2.3	1.5	119	1.01	118	0	1	Negative
80	0	0	0	0	0	0	0	0	0	0	0	172	0	29	0.84	35	0	3	Hypothyroid
71	0	0	0	0	0	0	0	0	0	0	0	1.6	0	114	1.01	113	0	3	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0.71	2.2	91	0.94	96	0	5	Negative
75	0	0	0	0	1	0	0	0	0	0	0	2.6	0	96	1.12	86	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0.64	1.4	110	0.78	142	0	3	Negative
51	0	0	0	1	0	0	0	0	0	0	0	2.2	0	120	1.22	99	0	2	Negative
51	0	0	0	0	0	0	0	0	0	0	0	2.9	1.5	124	0.88	141	0	1	Negative
52	1	0	0	0	0	0	0	0	0	0	0	1.9	2.8	124	1.16	106	0	1	Negative
42	0	0	0	1	0	0	0	0	0	0	0	4.4	1.9	127	1.14	111	0	3	Negative
79	0	0	0	0	0	0	0	0	0	0	0	2	0	120	1.11	108	0	5	Negative
79	0	0	0	0	0	0	0	0	0	0	0	0.6	0	97	0.9	108	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0.95	0	85	0.8	106	0	2	Negative
16	1	0	0	0	0	0	0	0	0	0	0	2.7	0	100	1.03	96	0	5	Negative
50	0	1	0	0	0	0	0	0	0	0	0	2.7	1.5	172	1.15	149	0	5	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0.45	0	113	1.05	107	0	5	Negative
45	1	0	0	0	0	0	0	1	0	0	0	0.025	4.2	183	0.78	235	0	5	Hyperthyroid
42	0	0	0	0	0	0	1	0	0	0	0	114	0.8	4.06	1.06	3.84	0	5	Hypothyroid
61	0	1	0	0	0	0	0	0	0	0	0	0.75	1.7	88	0.92	96	0	5	Negative
42	0	0	1	0	0	0	0	1	0	0	0	0.025	3.1	136	1	136	0	5	Hyperthyroid
76	0	1	0	0	0	0	0	0	0	0	0	0.19	1.6	129	0.99	130	0	5	Negative
22	0	0	0	0	0	0	0	0	0	0	0	0	0	119	1.12	107	0	5	Negative
22	0	0	0	0	0	0	0	0	0	0	0	1.2	2.3	0	0	0	0	5	Negative
46	0	1	0	0	0	0	0	0	0	0	0	0.84	1.7	111	0.98	113	0	5	Negative
78	0	0	0	0	0	0	0	1	0	0	0	1.5	0	115	1.08	106	0	3	Negative
10	0	0	0	0	0	0	0	0	0	0	0	2.5	0	83	0.93	89	0	5	Negative
69	0	0	0	0	0	0	0	0	0	0	0	2.6	1.6	116	1.04	111	0	3	Negative
69	0	0	0	0	0	0	0	0	0	0	0	2.9	1.4	135	1.19	113	0	3	Negative
75	0	1	0	0	0	0	1	0	0	0	0	4.3	1.7	142	1.12	127	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	0	0	0	81	0.85	95	0	5	Negative
25	0	0	0	0	0	0	0	1	0	0	0	1.5	1.8	93	0.99	94	0	5	Negative
25	0	0	0	0	0	1	0	0	0	0	0	34	0	14	1.03	13	0	5	Hypothyroid
44	0	0	0	0	0	0	0	0	0	0	0	0.95	0	115	0.97	117	0	5	Negative
44	1	0	0	0	0	0	0	0	0	0	0	0.66	0	62	0.94	63	0	5	Negative
75	0	0	0	0	0	0	0	0	0	0	0	1.2	0	134	1.14	117	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	1.4	0	105	0.94	112	0	5	Negative
28	0	1	0	0	0	0	0	0	0	0	0	0.07	1.9	175	1.23	143	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	11	0	106	0.97	110	0	3	Hypothyroid
44	1	0	0	1	0	0	0	0	0	0	0	1.3	1.5	64	1.01	63	0	3	Negative
24	1	0	0	0	0	0	0	0	0	0	0	2	0	87	0.88	99	0	5	Negative
57	0	0	0	0	0	0	1	0	0	0	0	3.3	1.3	67	0.96	70	0	5	Negative
58	1	1	0	0	0	0	0	0	0	0	0	22	1	155	1.13	137	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	0	1.5	0	75	0.75	100	0	5	Negative
31	1	0	0	1	0	0	0	0	0	0	0	0.06	0	123	0	0	0	5	Negative
31	1	0	0	0	0	0	0	0	1	0	0	3.6	1.5	105	0.8	131	0	1	Negative
31	1	0	0	0	0	0	0	0	0	0	0	1.7	1.4	62	0.64	98	0	1	Negative
39	0	0	0	0	0	0	0	0	0	0	0	1.8	0	152	1.51	101	0	1	Negative
39	1	0	0	0	0	0	0	0	1	0	1	1.1	1.8	91	0.94	97	0	1	Negative
39	0	0	0	0	0	0	0	0	0	0	0	1.6	0	107	1.07	100	0	5	Negative
46	1	0	0	0	0	0	0	0	0	0	0	2.2	0	116	1	117	0	5	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	1.8	0	0	0	0	5	Negative
46	0	1	0	0	0	0	0	0	0	0	0	2	0	78	0.93	84	0	5	Negative
76	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	29	5	Negative
76	0	1	0	0	0	0	0	0	0	0	0	3.7	0	103	1.03	100	0	5	Negative
29	0	0	0	0	0	0	0	0	0	0	0	1.7	0	125	1.08	115	0	5	Negative
29	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	21	5	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0.06	2.9	116	0	0	0	1	Negative
32	0	0	0	0	0	0	0	0	0	0	0	1.7	1.7	138	1.15	125	0	1	Negative
67	0	0	0	0	0	0	1	0	0	0	0	2.3	0	81	0.91	89	0	3	Negative
41	0	0	0	0	0	0	0	0	0	0	0	0.84	0	130	1.06	123	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0.05	3.8	200	0.76	264	0	3	Hyperthyroid
38	0	0	0	0	0	0	0	0	0	0	0	0.06	2.9	150	0	0	0	1	Negative
37	0	0	0	1	0	0	0	0	0	0	0	1.4	0	100	0.86	117	0	5	Negative
81	0	0	0	0	0	0	0	0	0	0	0	4	0	97	0.92	106	0	5	Negative
55	1	1	0	0	0	0	0	0	0	0	0	0.07	0	92	0.58	157	0	5	Negative
66	0	0	0	0	0	0	1	1	0	0	0	48	0.4	12	1.35	9.099999	0	5	Hypothyroid
66	0	0	0	0	0	1	0	0	0	0	0	2.7	1	67	0.83	80	0	5	Hyperthyroid
66	0	0	0	1	0	0	1	0	0	0	0	1	2	91	0.95	95	0	2	Negative
65	0	0	0	1	0	0	0	0	0	0	0	1.3	1.4	144	1.3	110	0	5	Negative
54	0	0	0	0	0	0	0	0	0	0	0	2.2	0	113	0.97	117	0	5	Negative
59	1	0	0	0	0	0	0	0	0	0	0	1.3	0	83	0.81	103	0	5	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0.35	1.7	97	0.86	113	0	1	Negative
54	0	0	0	0	0	0	1	0	0	0	0	1.1	0	146	1.08	136	0	5	Negative
70	0	0	0	1	0	0	0	0	0	0	0	1.9	2.2	0	0	0	0	2	Negative
70	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	9.299999	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	2.1	1.7	124	1.11	112	0	3	Negative
78	1	0	0	0	0	0	0	0	0	0	0	1.03	0	90	1.02	89	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	1.3	0	124	1.01	122	0	5	Negative
19	0	1	0	0	0	0	0	0	0	0	0	2.8	0	134	1.12	109	0	5	Negative
19	0	0	0	0	0	0	0	0	0	0	0	3.6	1.7	102	0	0	0	5	Negative
19	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	5	Negative
49	0	0	0	0	0	0	0	0	0	0	0	1.1	0	91	1.05	87	0	3	Negative

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