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
39	0	1	0	0	0	0	0	0	0	0	0	0	0.9	1.5	84	0.89	94	0	5	Negative
22	1	0	0	0	0	0	0	0	0	0	0	0	1.6	2.7	111	0.91	122	0	3	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	0.4	2.6	101	1.03	98	0	3	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	3.2	2	107	0.84	127	0	3	Negative
83	1	0	0	0	0	0	0	0	0	0	0	0	2.4	1.8	99	0.76	130	0	3	Negative
76	0	0	0	0	0	0	0	1	0	0	0	0	1.9	1.4	67	0.65	103	0	3	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	4.9	2	97	0.87	112	0	1	Negative
77	0	1	0	0	0	0	0	0	0	0	0	0	1.5	1.8	114	0.81	141	0	5	Negative
61	0	0	0	0	0	0	0	0	1	0	0	0	0.065	5.3	210	0.87	241	0	5	Hyperthyroid
44	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	97	0.81	120	0	5	Negative
42	0	1	0	0	0	0	0	0	0	0	0	0	1.6	0	123	0.91	135	0	5	Negative
38	0	0	0	0	0	0	0	0	0	1	0	0	1.5	2.9	89	1	89	0	5	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0	3.3	1.9	112	0.87	129	0	3	Negative
47	1	0	0	0	0	0	0	0	0	0	0	0	1.5	2.9	69	1.01	68	0	1	Negative
57	1	0	0	0	0	0	0	0	0	1	0	0	3.6	2.5	60	0.94	64	0	1	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	66	0	28	1.07	26	0	3	Hypothyroid
27	0	0	0	0	0	0	0	0	0	0	0	0	2.5	0	107	0.99	108	0	5	Negative
57	0	0	0	0	0	1	0	0	0	0	0	0	2.1	2.5	134	0.94	142	0	3	Negative
77	0	0	0	0	1	0	0	0	0	0	0	0	3	2.6	114	0.88	130	0	5	Negative
36	0	0	0	0	0	0	0	0	1	0	0	0	2.1	1.7	83	0.58	143	0	3	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	2.9	1.2	78	0.73	107	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	3.3	2	75	0.82	92	21	3	Negative
47	1	0	0	0	0	0	0	0	0	1	0	0	0.35	2.6	63	0.92	69	0	1	Negative
72	0	0	0	0	0	0	0	1	0	0	0	0	1.6	1.8	99	1.05	94	0	5	Negative
19	1	0	0	0	0	0	0	0	0	0	0	0	4.5	1.3	62	0.74	84	0	5	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0	4	1.1	79	0.73	108	0	5	Negative
57	1	0	0	0	0	0	0	0	0	0	0	0	1	1.1	64	0.67	95	0	5	Negative
71	1	0	0	0	0	0	0	0	0	0	0	0	6.3	1.4	66	0.64	103	0	5	Hypothyroid
21	1	0	0	0	0	0	0	0	0	0	0	0	0.68	1.7	94	0	0	0	5	Negative
64	1	0	0	0	0	0	0	0	0	0	0	0	9.299999	2.5	92	0	0	0	5	Hypothyroid
71	0	0	0	0	0	0	0	1	0	0	0	0	2	3	97	1.14	85	0	5	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0	0.49	1.2	88	0.63	140	0	3	Negative
55	1	0	0	0	0	0	0	0	0	0	0	0	3	1.7	94	0.85	111	0	3	Negative
53	0	0	0	0	0	0	0	0	0	0	0	0	3.9	0	142	1.17	121	0	5	Negative
42	0	0	0	0	0	0	0	0	0	0	0	0	1.5	2.4	109	0.97	112	0	5	Negative
25	0	0	0	0	0	0	0	0	0	0	0	0	0	0	111	0.97	114	0	5	Negative
49	1	0	0	0	0	0	0	0	0	0	0	0	2.8	1.8	103	0.72	143	0	5	Negative
24	0	0	0	0	0	0	0	0	0	0	0	0	0.72	2.6	117	0	0	0	5	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	0.34	0.7	66	1.17	56	0	5	Negative
44	1	0	0	0	0	0	0	0	0	1	0	0	1.6	2.4	130	1.08	120	0	1	Negative
52	0	0	0	0	0	0	0	0	0	0	0	0	1.2	1.9	79	0.62	127	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	1	0	0.74	2.1	127	1.07	119	0	2	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	27	2.5	91	0.87	105	28	5	Hypothyroid
39	1	0	1	0	0	0	0	0	0	0	0	0	0	0	118	0.71	166	0	5	Negative
34	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	29	5	Negative
69	1	0	0	0	0	0	0	0	0	0	0	0	0.66	2.2	152	1.05	145	0	3	Negative
81	0	0	0	0	0	0	0	0	0	0	0	0	494	0.5	12	1.39	9	0	3	Hypothyroid
59	0	1	0	0	0	0	0	0	0	0	0	1	2.1	2.1	107	0.93	115	0	1	Negative
54	0	0	0	0	1	1	0	0	0	0	0	0	1.9	2.3	161	1.04	155	0	2	Negative
23	0	0	0	0	0	0	0	0	1	0	0	0	0.065	18	430	0.67	642	0	5	Hyperthyroid
74	0	0	0	0	0	0	0	0	0	0	0	0	1.8	1.7	107	0.84	127	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	1.4	2.4	129	0.94	137	0	1	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	30	2.6	151	1.48	102	0	5	Negative
67	0	0	0	0	1	0	0	1	0	0	0	0	2.3	2.7	124	1.01	123	0	5	Negative
30	1	0	0	0	0	0	0	0	0	0	0	0	4.4	2.7	131	0.99	132	0	1	Negative
35	1	0	0	0	0	0	0	0	0	0	0	0	1.3	2	80	1.08	81	0	1	Negative
21	0	0	0	1	0	0	0	0	1	0	0	0	7.1	2.9	48	1.01	48	0	5	Negative
62	0	0	1	0	0	0	0	0	0	0	0	0	1.3	0	71	0.72	99	0	5	Negative
48	0	1	0	0	0	0	0	0	0	1	0	0	1.2	0	105	0.72	146	0	5	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	3.1	1.9	133	0.99	134	0	3	Negative
45	0	1	0	0	0	0	0	0	0	0	0	1	0.39	2.5	120	1.04	115	0	1	Negative
76	1	0	0	0	0	0	1	0	0	0	0	0	0.07	3.3	183	1	183	0	5	Hyperthyroid
24	1	0	1	0	0	0	0	0	0	0	0	0	0	0	86	1.03	83	0	5	Negative
49	0	1	0	0	1	0	0	1	1	0	0	0	0.085	2.7	157	1.06	148	0	5	Negative
15	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	126	1.16	109	0	5	Negative
23	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	148	1.14	130	0	5	Negative
74	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	157	1.24	127	0	5	Negative
37	1	0	0	0	0	0	0	0	0	1	0	0	1.9	2.3	112	0.87	129	0	1	Negative
43	0	0	0	0	0	0	0	0	0	0	0	1	0.85	1.8	93	0.73	127	0	1	Negative
51	1	1	0	0	0	0	0	0	0	0	0	0	1.3	2.5	117	0.83	141	0	5	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	1.5	0	113	0.92	123	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	2.2	2.4	116	0.8	145	22	3	Negative
84	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5	Negative
53	0	0	0	0	0	0	0	0	0	0	0	0	16	0	107	1.35	79	0	5	Hypothyroid
26	0	0	0	0	0	0	0	0	0	0	0	0	0	0	123	1.06	116	0	5	Negative
29	0	1	0	0	0	0	0	0	0	0	0	0	0.68	0	164	1.1	149	0	5	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	129	0	0	0	5	Negative
58	1	0	0	0	0	0	0	0	0	0	0	0	1.4	1.5	98	0.72	136	0	5	Negative
74	0	0	0	0	0	0	0	1	0	0	0	0	22	2	89	1.1	81	0	5	Hypothyroid
70	0	0	0	0	0	0	0	0	0	0	0	0	1	1.7	127	0.92	138	0	1	Negative
52	0	0	0	0	0	1	1	0	0	0	0	0	62	0	2.5	1.19	2.5	0	5	Hypothyroid
29	0	0	0	0	0	0	0	0	0	0	0	0	1.4	2.1	146	1.2	121	0	5	Negative
49	1	1	0	0	0	0	0	0	0	0	0	0	0.23	0	126	0.84	150	0	5	Negative
60	1	0	0	0	0	0	0	0	0	0	0	0	0	0	74	0.69	107	0	5	Negative
23	0	0	0	0	0	0	0	0	0	0	0	0	0	2.2	126	1.16	109	0	5	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	1.5	0.4	42	1.17	36	0	5	Hypothyroid
75	0	0	0	0	0	0	0	0	0	0	0	0	6.6	1.4	115	0.94	122	0	5	Hypothyroid
21	1	0	0	0	0	0	0	0	0	0	0	0	0.35	0.9	68	0	0	0	5	Negative
25	1	0	0	0	0	0	0	0	0	0	0	0	0.47	2	78	0	0	0	5	Negative
20	1	0	0	0	0	0	0	0	0	0	0	0	0.48	1.4	120	0	0	0	5	Negative
57	1	0	0	0	0	0	0	0	0	0	0	0	4.3	1	50	0.82	61	0	5	Hypothyroid
49	1	0	0	0	0	0	0	0	0	0	0	0	0.88	1.2	110	0.8	138	0	5	Negative
74	0	1	0	0	0	0	0	1	0	0	0	0	4.1	1.2	123	0.94	131	0	5	Negative
51	0	0	1	0	0	0	0	0	0	0	0	0	0	0	137	0.84	163	0	5	Negative
48	0	0	0	0	0	0	0	0	1	0	0	0	6.6	1.5	111	0.86	129	0	5	Hypothyroid
72	0	0	0	0	1	0	0	0	0	0	0	0	3.6	0	87	0.98	89	0	3	Negative
43	1	0	0	0	0	0	0	0	0	0	0	1	1.9	3.3	110	1.19	92	0	1	Negative
37	0	0	0	0	0	0	0	0	0	0	0	1	1.8	2	118	1.14	103	0	1	Negative
67	1	0	0	0	0	0	0	0	0	0	0	0	2.2	2.8	99	0.67	148	0	5	Negative
79	0	0	0	0	0	0	0	0	0	0	0	0	3	1	139	0.8	174	0	3	Negative

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