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	goitre int64	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
65	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	30	5	Negative
52	0	0	1	0	0	0	0	0	0	0	0	0	0.15	1.2	99	0.77	128	0	3	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.15	1.2	122	1.02	120	0	5	Negative
29	0	0	0	0	0	0	0	0	0	0	0	0	0.8	1.8	99	1.01	98	0	3	Negative
14	0	0	0	0	0	0	0	0	0	0	0	0	15	1.8	56	0.95	59	0	3	Hypothyroid
36	0	0	0	0	0	0	0	0	0	0	0	0	0.15	2	133	0	0	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	7.3	1.4	95	0.96	98	0	3	Hypothyroid
26	0	0	0	0	0	0	0	0	0	0	0	0	0.7	1.3	82	0.77	106	0	5	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	0.15	2.2	101	0.84	119	0	5	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0	3.1	1.2	80	0	0	0	3	Negative
82	1	0	0	0	0	0	0	0	0	0	0	0	1.3	1.2	90	0.94	96	0	3	Negative
38	1	1	0	0	0	0	0	1	0	0	0	0	0	2	0	0	0	0	5	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	1.9	2.5	93	0.84	111	0	5	Negative
27	0	0	0	0	0	0	0	0	0	0	0	0	1	2.3	60	0.9	67	0	5	Negative
40	0	0	0	0	0	0	0	0	0	1	0	0	0.15	1.6	114	0.81	141	0	5	Negative
44	0	1	0	0	0	0	0	0	0	0	0	0	0.6	0	117	0.93	126	0	5	Negative
44	0	0	0	0	0	0	0	0	0	0	0	0	2.4	1.1	105	0	0	0	5	Negative
78	0	1	0	0	0	0	0	1	0	0	0	0	21	0.7	42	0.96	43	0	3	Hypothyroid
54	1	0	0	0	0	0	0	0	0	0	0	0	2.7	1.9	122	1.11	110	0	3	Negative
60	0	0	0	0	0	0	0	1	1	0	0	0	4.4	2.1	86	0	0	0	3	Negative
57	1	0	0	0	0	0	0	0	0	0	0	0	24	1.3	52	0.79	66	0	5	Hypothyroid
57	0	0	0	0	0	0	1	0	0	0	0	0	0.15	2.2	92	0.76	121	0	5	Negative
60	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.1	5	Negative
21	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	8.4	5	Negative
51	1	0	0	0	0	0	0	0	0	0	0	1	1.9	1.9	76	0.76	100	0	5	Negative
38	0	1	0	1	0	0	0	0	0	0	0	0	2.9	2.7	101	1.15	88	0	5	Negative
24	1	0	0	0	0	0	0	0	0	0	0	1	0.8	2	112	0.87	128	0	1	Negative
40	0	1	0	0	0	0	0	0	0	0	0	1	0.15	1.7	106	0.75	141	0	1	Negative
33	0	0	0	0	0	0	0	0	0	0	0	1	0.15	1.8	106	0.92	115	0	1	Negative
38	1	0	0	0	0	0	0	0	0	0	0	1	0.6	2.5	131	1.01	129	0	1	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	0.15	1.5	95	0.97	99	0	5	Negative
63	0	0	0	0	0	0	0	0	0	0	0	0	2.1	2	87	1.03	84	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	143	0.4	15	0.98	15	0	3	Hypothyroid
55	0	0	0	0	0	0	0	0	1	0	0	0	4.1	2	78	0.79	99	0	0	Negative
21	0	0	0	0	0	0	0	0	0	0	0	0	0	0	113	1.12	101	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	1.4	1.9	106	1.08	98	0	5	Negative
40	0	0	0	0	0	0	0	1	1	0	1	0	0	0	0	0	0	27	5	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	0.2	1.8	90	0.7	128	0	3	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	4.4	2.2	124	1.14	109	0	3	Negative
69	0	0	0	0	0	0	0	0	0	0	0	0	2.6	1.7	117	0.9	129	0	3	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	6.3	1.3	134	1.15	117	0	3	Hypothyroid
76	0	0	0	0	0	0	0	0	1	0	0	0	2.3	2.1	101	1.13	90	0	5	Negative
32	0	0	1	0	0	0	0	0	0	0	0	0	11	1.8	69	0.9	77	0	5	Hypothyroid
74	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	25	5	Negative
74	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	33	5	Hyperthyroid
73	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	23	5	Negative
60	1	0	0	0	0	0	0	0	0	0	0	0	0.05	2.7	108	1.1	98	0	5	Negative
33	1	0	0	0	0	0	0	0	0	0	0	1	0.7	2.1	97	1.02	95	0	1	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0.8	2.2	83	1.05	79	0	1	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0.05	1.8	97	1.01	92	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0.05	1.4	137	1	137	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	150	1.6	34	1.07	32	0	5	Hypothyroid
31	0	0	0	0	0	0	0	0	1	0	0	0	0	3	169	0.96	176	0	5	Hyperthyroid
50	0	1	0	0	0	0	0	1	0	0	0	0	0.05	2.1	100	0.84	119	0	5	Negative
42	1	0	0	0	0	0	0	0	0	0	0	0	235	0.5	2	1.24	1.4	0	5	Hypothyroid
53	0	0	0	0	1	0	0	0	0	0	0	0	0.2	2.5	136	1.18	116	0	5	Negative
69	0	0	0	0	0	0	0	1	0	0	0	0	6.6	1.5	50	0.83	60	0	3	Hypothyroid
69	0	0	0	0	0	0	0	1	0	0	0	0	0.4	2.1	92	1.02	91	0	5	Negative
68	1	0	0	0	0	0	0	0	0	0	0	0	0.05	2	103	0.91	113	0	3	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	0.3	1.3	96	0.92	104	0	3	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	18	1.3	72	0	0	0	3	Hypothyroid
65	0	0	0	0	0	0	0	0	0	0	0	0	0.05	2.3	98	0.9	109	0	3	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	0.1	0	0	0	0	0	5	Negative
22	0	0	0	0	0	0	0	0	0	0	0	0	0	0	110	1.03	107	0	5	Negative
13	0	0	0	0	0	0	0	0	0	0	0	0	2.2	2.4	62	1.03	60	0	5	Negative
65	0	1	0	0	0	0	0	0	0	0	0	0	55	1	50	1.17	43	0	5	Hypothyroid
41	0	0	0	0	0	0	0	0	0	0	0	0	0.1	2.1	72	0.86	84	0	5	Negative
20	0	0	0	0	0	0	0	1	0	0	0	0	0.3	1.2	72	0.83	87	0	5	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	0.4	1.8	96	0.69	140	0	3	Negative
70	0	0	0	0	0	0	0	0	1	0	0	0	2.9	1.7	119	0.96	123	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	0.15	1.8	92	0	0	0	5	Negative
44	0	1	0	0	0	0	0	0	0	0	0	0	0	0	154	1.06	146	0	4	Negative
44	1	0	0	0	0	0	0	0	0	0	0	0	0.6	0	0	0	0	0	5	Negative
15	0	0	0	0	0	1	0	0	0	0	0	0	14	2.1	78	0.99	79	0	3	Hyperthyroid
29	0	0	0	0	0	1	0	0	0	0	0	0	2.8	2.2	120	0.97	123	0	3	Negative
78	1	0	0	0	0	0	0	0	0	0	0	0	0.3	1.2	118	0.76	154	0	3	Negative
81	0	0	0	0	0	0	0	0	0	0	0	0	0.1	1.8	128	0.86	150	0	3	Negative
57	1	1	0	0	0	0	0	0	0	1	0	0	0.1	4.5	159	1.04	153	0	3	Negative
84	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.3	101	0.83	121	0	3	Negative
84	0	0	0	0	0	0	0	0	0	0	0	0	0.1	1.9	68	0.8	86	0	3	Negative
84	1	0	0	0	1	0	0	0	0	0	0	0	5.8	1.9	52	0.64	81	0	5	Negative
82	0	0	0	0	0	0	0	0	0	0	0	0	0.4	2.4	117	0.9	131	0	3	Negative
54	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	16	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	28	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	0.4	1.9	81	0.79	102	0	5	Negative
34	0	0	0	0	0	0	0	0	1	0	0	0	0	3.5	120	0.78	154	0	5	Hyperthyroid
69	0	0	0	0	0	0	0	0	0	0	0	0	3.8	2.5	76	0.98	78	0	3	Negative
53	1	0	0	0	0	0	0	0	0	0	0	1	1	1.9	86	0.89	97	0	1	Negative
54	0	0	0	0	0	0	0	0	0	1	0	0	1.4	1.4	79	0.81	98	0	3	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0.3	1.5	70	0.8	88	0	5	Negative
85	0	0	0	0	0	0	0	0	0	0	0	0	0.1	2.3	76	1.03	84	0	5	Negative
43	0	0	0	1	0	0	0	0	1	0	0	0	0.7	1.9	104	0.99	104	0	5	Negative
59	1	0	0	0	0	0	0	0	1	0	0	0	0	3.1	198	0.59	334	0	5	Hyperthyroid
72	0	0	1	0	0	0	0	0	0	0	1	0	0.15	2.2	182	0.85	214	0	3	Negative
49	1	0	0	0	0	0	0	0	0	0	0	0	1.8	2.2	94	0.92	103	0	3	Negative
49	0	0	0	0	0	0	0	0	0	0	0	0	3.6	1.5	107	0.72	147	0	3	Negative
74	0	0	0	0	0	0	0	0	0	0	0	0	2.9	1.9	60	0.76	79	0	5	Negative
59	0	0	0	0	0	1	0	0	0	0	0	0	4.3	2.2	65	0.83	79	0	3	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0	2.7	2.1	91	0.81	112	0	5	Negative
23	1	0	0	0	0	0	0	0	0	0	0	0	0.15	1.9	99	0	0	0	5	Negative

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