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	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
61	0	0	0	0	0	0	0	0	0	0	0	0	3.9	1.2	107	0.86	122	0	3	Negative
70	1	1	0	0	0	0	1	0	1	0	0	0	1.9	1.3	136	0.8	170	0	5	Negative
47	0	0	0	1	0	0	0	0	0	0	0	0	1.9	1.7	109	0.89	123	0	5	Negative
82	0	0	0	0	0	0	0	0	0	0	0	1	73	1	25	0.99	25	0	1	Hypothyroid
58	0	0	0	0	0	0	0	0	0	0	1	0	0.63	1.6	107	0.93	115	0	5	Negative
42	0	0	0	0	0	0	0	0	0	0	0	0	0.3	2.8	118	0.97	122	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	1	1.9	98	0.95	103	0	5	Negative
63	1	0	0	0	0	0	0	0	0	1	0	0	3.2	1.7	87	0.75	116	0	1	Negative
36	0	0	0	0	1	0	0	0	1	0	0	0	2.9	2	96	0.91	106	0	5	Negative
63	0	0	1	0	0	0	0	0	0	0	1	0	0.085	1.9	186	0	0	0	5	Negative
45	0	1	0	0	0	0	0	0	0	0	0	0	12	0	137	0.74	185	0	5	Negative
49	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	27	5	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0	4.1	0.7	131	0.74	177	0	5	Negative
59	1	0	0	0	0	0	0	0	1	0	0	0	7.8	0	89	0.85	105	0	5	Hypothyroid
37	0	0	0	0	0	0	0	0	0	0	0	0	1.8	1.9	115	1.19	97	0	1	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	2.4	2	99	0.83	119	0	1	Negative
72	0	1	0	0	0	0	0	0	0	0	0	0	0	1.9	125	0.97	129	0	5	Negative
58	0	1	0	0	0	0	0	0	0	0	0	0	1.5	0	151	1.02	148	0	5	Negative
26	0	1	0	0	0	0	0	0	0	0	0	0	0.39	1.8	147	0.79	185	0	5	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	4.3	2.5	89	0.95	94	0	5	Negative
33	1	0	0	0	0	0	0	0	0	0	0	0	6.5	1.2	90	0.86	105	0	1	Hypothyroid
33	0	1	0	0	0	0	0	0	0	0	0	1	1	2.1	108	0.92	117	0	1	Negative
58	0	0	0	0	0	0	0	0	0	1	0	0	6.4	2.3	85	1.06	80	0	1	Hypothyroid
53	1	0	0	0	0	0	0	0	0	0	0	0	1.4	2.7	129	0.95	136	0	1	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	8.099999	2.1	118	1.05	112	0	3	Hypothyroid
86	0	0	0	0	0	0	0	0	0	0	0	0	4.9	1.5	73	0	0	0	3	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	2.1	1.3	93	0.82	113	0	3	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	5	2.4	100	0	0	0	5	Negative
60	0	0	0	0	0	1	0	0	0	0	0	0	1.7	2.6	113	0.9	126	0	5	Negative
60	1	0	0	0	0	0	0	0	0	0	0	0	2.9	0	82	0.74	111	0	5	Negative
34	0	0	0	0	0	0	0	0	0	0	1	0	1.1	0	111	0.96	116	0	0	Negative
22	0	0	0	0	0	0	0	0	0	0	0	0	1.9	0	150	1.06	142	0	0	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	23	5	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	17	1.6	89	0.69	129	18	5	Hypothyroid
31	0	0	0	0	1	0	0	1	0	0	0	0	0.14	1	103	0.66	156	0	3	Negative
64	1	0	0	0	0	0	0	0	0	0	0	0	3.1	0	98	0.9	109	0	3	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	1.9	1.5	102	0.8	128	0	3	Negative
83	0	0	0	0	0	0	0	0	0	0	0	0	12	1.5	94	0.94	100	0	3	Hypothyroid
30	0	0	0	0	0	0	0	0	0	0	0	0	0	0	91	0.84	108	0	5	Negative
48	1	0	0	0	0	0	0	0	0	0	0	0	0.55	0	81	0.57	142	0	5	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0.9	83	0.65	128	0	5	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	3	2.4	88	0.62	142	0	5	Negative
33	0	0	0	0	0	0	0	0	0	0	0	0	1.7	2.5	93	0.78	119	0	3	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	1.4	1.9	107	0.93	115	0	1	Negative
35	1	0	0	0	0	0	0	0	0	0	0	0	0.9	1.5	97	0.85	114	30	3	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	0.065	3.4	133	0.53	251	0	3	Negative
76	0	0	0	0	0	0	1	0	0	0	0	0	1.3	2.4	97	0.99	98	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	38	5	Hyperthyroid
44	0	0	0	0	0	0	0	0	0	0	0	0	1.2	2.4	135	1.01	135	32	3	Negative
64	1	0	0	0	0	0	0	0	0	0	0	0	0.85	1.6	122	0.79	154	0	5	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0	1	2	120	0.96	125	35	3	Negative
24	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	0.87	115	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	1.2	1.4	72	0.47	153	0	5	Negative
56	1	0	0	0	0	0	0	0	0	0	0	0	0.8	1.7	93	0.73	127	0	5	Negative
81	0	0	0	0	0	0	0	0	0	0	0	0	3.8	2.1	87	1.05	83	0	5	Negative
35	0	0	0	0	0	0	0	1	0	0	0	0	2.3	0	127	1.11	114	0	5	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	2	1.8	95	0.91	104	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	1	1.4	0	108	0.95	114	0	5	Negative
72	0	0	0	0	0	0	0	0	1	0	0	0	1.5	1.8	97	1	97	0	2	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	2.4	1.8	82	0.84	99	0	1	Negative
57	1	0	0	0	0	0	0	0	0	0	0	0	1.7	2.2	86	0.69	126	0	3	Negative
34	1	0	0	0	0	0	0	0	0	0	0	1	1.4	0	116	0.88	132	0	1	Negative
41	1	0	0	0	0	0	0	0	0	1	0	0	8.4	0	94	0.84	112	0	1	Hypothyroid
24	0	0	0	0	0	0	0	0	0	0	0	0	1.8	2.4	92	0.85	108	0	0	Negative
68	0	0	0	0	0	0	1	0	0	0	0	0	54	1.2	19	1.04	18	0	3	Hyperthyroid
47	1	1	0	0	0	0	0	0	0	0	0	0	0.55	1.8	134	0.97	138	0	5	Negative
54	0	0	0	0	0	0	0	0	1	0	0	0	0.07	3.1	156	0.81	193	0	5	Negative
71	1	0	0	0	0	0	0	0	1	0	0	0	3.3	1.9	116	0.91	128	0	3	Negative
65	0	0	0	0	0	0	0	0	1	0	0	0	2	2.7	121	0.97	125	0	3	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	6.9	1.5	91	0.95	96	0	3	Hypothyroid
49	0	0	0	0	1	0	0	1	0	0	0	0	32	2.1	82	0.73	112	0	2	Hypothyroid
76	0	0	0	0	0	0	0	0	0	0	0	0	3.1	1.2	100	0.7	143	0	5	Negative
38	0	0	0	0	0	0	0	0	0	1	0	0	2.8	0	114	0.94	122	0	1	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	3.9	1	90	0.77	117	0	5	Negative
17	0	0	0	0	0	0	0	0	0	0	0	0	2.9	2.5	110	0.91	121	0	0	Negative
38	1	0	0	1	0	0	0	0	0	0	0	0	0.13	6.4	256	0.77	332	0	5	Negative
38	0	1	0	0	0	0	0	0	0	0	0	0	0.56	2.9	158	0.75	211	0	5	Negative
34	0	0	0	0	0	0	0	0	1	0	0	0	2.2	2.4	85	0.55	155	0	5	Negative
60	0	0	0	0	0	0	1	0	0	0	0	0	12	3.1	93	0	0	0	5	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	0.23	3.7	144	0.91	158	0	5	Negative
74	0	1	0	0	0	0	0	0	0	0	0	0	98	3.5	13	0.9	14	0	5	Negative
79	0	0	0	0	0	0	0	0	0	0	0	0	2.4	1.2	75	0.57	132	0	3	Negative
63	1	0	0	0	0	0	0	0	0	0	0	0	2	1.8	73	0.64	114	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	1	0	0.91	0	118	0.85	139	0	5	Negative
33	1	0	0	0	0	0	0	0	0	0	1	0	1.7	2.6	89	0.6	148	0	3	Negative
33	1	1	0	0	0	0	0	0	0	0	0	1	2.7	3.2	143	0.84	170	0	1	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	1.1	1.9	86	0.94	92	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	1.7	2.4	91	1.05	87	0	5	Negative
25	1	0	0	0	0	0	0	0	0	0	0	0	0.99	3	149	0	0	0	3	Negative
42	0	0	0	0	0	0	0	0	1	0	0	0	0.065	3.1	156	0.94	166	0	5	Hyperthyroid
34	0	0	0	0	0	0	0	0	1	0	0	0	0.065	5.1	138	1.13	122	0	5	Hyperthyroid
56	0	1	0	0	0	0	0	1	0	0	0	0	1.4	2.3	115	1.07	107	0	5	Negative
56	0	0	0	0	0	0	0	1	0	0	0	0	13	2.5	77	0.95	81	0	5	Hypothyroid
17	1	0	0	0	0	0	0	0	0	0	0	0	1.6	0	102	0.93	110	0	5	Negative
36	1	1	0	0	0	0	0	0	0	0	0	1	1.6	2.8	131	1.05	125	0	1	Negative
45	1	0	0	0	0	0	0	0	0	0	0	0	1.8	1.9	105	0.9	117	0	1	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	5.1	2.1	96	0.87	110	0	1	Negative
52	1	0	0	0	0	0	0	0	0	0	0	0	11.9	2.6	79	0.9	88	0	5	Hypothyroid
52	0	1	0	0	0	0	0	0	0	0	0	1	2.4	2.8	118	1.01	117	0	1	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	1.9	1.7	74	0.73	101	0	1	Negative

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