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	query_hypothyroid int64	query_hyperthyroid int64	lithium int64	goitre int64	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
47	0	0	0	0	0	0	0	0	0	0	0	0	1.7	0	78	0.96	81	0	5	Negative
71	0	0	0	0	0	0	0	0	0	0	0	0	4.2	0	112	0.89	126	0	5	Negative
49	0	0	0	0	0	0	0	1	0	0	1	0	1.9	0	122	0.78	156	0	3	Negative
69	1	0	0	0	0	0	0	0	0	0	0	0	2.8	2.2	83	0.8	104	0	1	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0	2.1	0	91	0.81	112	0	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	0	16	1.6	62	0.88	71	0	2	Hypothyroid
88	1	0	0	0	0	0	0	0	0	0	0	0	1.5	0	140	1.14	123	0	3	Negative
78	1	0	0	0	0	0	0	0	0	0	0	1	1.5	0	105	0.62	169	0	3	Negative
21	1	0	0	0	0	0	0	0	0	0	0	0	1.3	0	93	0.73	127	0	3	Negative
48	1	0	0	0	0	0	0	0	0	0	0	0	4.1	0	97	0.98	99	0	5	Negative
42	0	0	0	0	0	0	1	0	0	0	0	0	4.8	0	57	0.8	71	0	5	Negative
41	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	23	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	1	0.85	2.6	112	1.01	111	0	1	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	4.2	1.6	69	0.99	70	0	3	Negative
19	1	0	0	0	0	0	0	0	0	0	0	1	1.1	1.7	111	0.83	134	0	1	Negative
26	1	0	0	0	0	0	0	0	0	0	0	0	0.89	2	80	0.7	114	0	1	Negative
33	0	0	0	0	0	0	0	0	0	0	0	1	0.99	2.3	130	1.01	129	0	1	Negative
66	0	0	0	0	0	0	0	1	0	0	0	0	0.05	2.5	130	0.86	151	0	5	Negative
54	1	0	0	0	0	0	0	1	0	0	0	0	0.04	3.1	231	0.96	241	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	141	0.97	145	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	111	1.11	100	0	5	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	7.7	1.1	156	1.01	155	0	3	Negative
28	0	0	0	0	1	0	0	0	0	0	0	0	1.1	0	90	1.11	81	0	3	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0.45	2.5	126	1.08	117	0	5	Negative
21	0	0	0	1	0	0	0	0	0	0	0	0	7	2.4	45	1.11	41	0	5	Hyperthyroid
57	0	0	0	0	0	0	0	1	0	0	0	0	0.23	2.4	108	1.03	105	0	5	Negative
68	1	0	0	0	0	1	0	0	0	0	1	0	0.48	3	97	1.05	92	0	5	Negative
41	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	102	1.07	95	0	5	Negative
53	0	1	0	0	0	0	0	0	0	0	0	0	2.7	0	117	0.95	123	0	5	Negative
47	0	0	0	0	0	0	0	0	0	0	0	0	2.4	2	122	1.1	111	0	5	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	3.7	2.4	133	1.29	103	0	5	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	0.05	2.9	138	1.22	113	0	5	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	1.6	2.1	104	1.32	79	0	5	Negative
80	0	0	0	0	0	0	1	0	0	0	0	0	2.7	2	130	1.05	124	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	0.82	1.3	57	0.69	83	0	5	Negative
46	1	0	0	0	0	0	0	0	0	0	0	0	1.1	2.3	90	0.87	103	0	5	Negative
68	0	0	0	0	0	0	0	0	0	0	0	0	1.2	2.4	111	0.91	122	0	5	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	1.2	2	121	0.89	136	0	3	Negative
85	0	0	0	0	0	0	0	0	0	0	0	0	0.58	1.7	107	0.85	126	0	5	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	7.8	0	72	0.93	77	0	3	Hypothyroid
23	0	0	0	0	0	0	0	0	0	0	0	0	2.9	0	109	0.9	121	0	5	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0	1.3	2.3	120	1.16	103	0	5	Negative
86	0	0	0	0	0	0	0	0	0	0	0	0	2.4	0	97	0.91	107	0	5	Negative
61	0	0	0	0	0	0	0	0	0	0	0	0	0.17	2.4	122	1	122	0	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	0	20	0	72	0.96	75	0	5	Hypothyroid
20	0	0	0	0	0	0	0	1	0	0	0	0	0.46	2	119	1.1	108	0	5	Negative
55	0	0	0	0	0	0	0	0	0	1	0	0	0.43	0	107	0.98	109	0	5	Negative
26	0	0	0	0	0	0	0	0	0	0	1	0	1.14	0	92	0.93	99	0	5	Negative
59	0	0	0	0	0	0	1	0	0	0	0	0	0.75	0	129	1.03	125	0	5	Negative
54	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	98	0.95	103	0	5	Negative
28	1	0	0	0	0	0	0	0	0	0	0	1	1.12	2.6	122	0.95	127	0	1	Negative
30	0	0	0	0	0	0	0	0	0	0	0	0	1.4	0	91	0.89	102	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	31	0	67	0.92	73	0	0	Hypothyroid
78	0	0	0	0	0	0	0	0	0	0	0	0	191	0.8	5	1.03	4.85	0	5	Hypothyroid
29	0	0	0	0	0	0	0	0	0	0	0	0	2.4	0	94	0.92	102	0	5	Negative
69	1	0	1	0	0	0	0	0	0	0	0	0	2.9	0	86	0.75	115	0	5	Negative
28	1	0	0	0	0	0	0	0	0	0	0	0	0.29	0	61	0.51	120	0	5	Negative
39	1	0	0	0	0	0	0	0	0	0	0	0	0.77	0	85	0.71	120	0	5	Negative
49	0	0	0	0	0	0	0	0	0	0	0	0	2	0	89	0.87	102	0	3	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0.92	0	115	1.08	106	0	3	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.06	0	117	0.86	136	0	5	Negative
40	0	0	0	0	0	0	0	1	0	0	0	0	6	2	125	1.04	120	0	1	Negative
40	1	0	0	0	0	0	0	0	0	0	0	0	73	0	43	0.87	49	0	5	Hypothyroid
69	1	0	0	0	0	0	0	1	0	0	0	0	1.3	0	98	0.84	117	0	5	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	2.9	2.5	118	1.21	98	0	5	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0	2.9	2	88	0.84	105	0	5	Negative
76	0	0	0	0	0	0	0	0	0	0	0	0	1.8	0	110	0.99	111	0	3	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	1	0	95	0.92	103	0	3	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	0.84	0	94	0.97	97	0	3	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	2.3	1.9	102	1	102	0	3	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	0.56	0	109	1.01	108	0	3	Negative
14	0	0	0	0	0	0	0	0	0	0	0	0	1.6	0	114	1.03	111	0	5	Negative
44	1	0	0	0	0	0	0	0	0	0	0	0	0.06	1.6	113	0.88	128	0	5	Negative
29	1	0	0	0	0	0	0	0	0	0	0	1	0.95	2	136	1.01	134	0	1	Negative
29	0	0	0	0	0	0	1	0	0	0	0	0	0	2.3	102	0	0	0	5	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	1.2	0	69	0.81	85	0	5	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	0.62	2	104	0.95	109	0	5	Negative
73	0	0	0	0	0	0	0	0	0	0	0	0	0.82	1.7	73	0.87	84	0	5	Negative
19	0	0	0	0	0	0	0	0	0	0	0	0	2.6	0	92	0.83	111	0	3	Negative
75	0	0	0	0	0	0	0	0	0	0	0	1	3.6	2.1	106	1.05	101	0	1	Negative
32	0	0	0	0	0	0	0	0	0	1	0	0	0	0	64	0.76	84	0	5	Negative
57	0	0	0	0	0	0	0	0	0	0	0	0	1.7	1.9	87	1.12	78	0	5	Negative
54	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	107	1.18	91	0	5	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.5	124	1.08	115	0	3	Negative
41	0	0	0	0	0	0	0	0	0	0	0	1	1.3	0	124	0.86	144	0	1	Negative
62	1	0	0	0	0	0	0	0	1	0	0	0	3.7	1.4	83	0.81	102	0	1	Negative
66	0	0	0	0	0	1	0	0	0	0	0	0	1.8	0	105	1.08	97	0	5	Negative
75	1	0	0	0	1	0	0	0	0	0	0	0	3.4	0	91	0.84	108	0	5	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0	2.8	0	156	1.46	107	0	5	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	31	5	Hyperthyroid
58	1	1	0	0	0	0	0	0	0	0	0	0	0.03	2.1	130	0.87	149	0	5	Negative
30	0	0	0	0	0	0	0	0	0	1	0	0	3.5	2.4	95	1.08	88	0	5	Negative
62	0	1	0	0	0	0	0	0	0	0	0	0	1.8	0.9	121	0.96	126	0	5	Negative
34	1	0	0	0	0	0	0	0	0	0	0	0	0.015	4	239	0.9	266	0	5	Hyperthyroid
69	1	0	0	0	0	0	0	0	0	0	0	0	1.6	2.9	119	1.07	111	0	3	Negative
48	0	0	0	1	0	0	0	0	0	0	0	0	0.03	3.1	96	0.92	104	0	5	Negative
48	0	1	0	0	0	0	1	0	0	0	0	0	0.07	1.7	104	0	0	0	5	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	117	0.98	119	0	3	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	0.61	1.3	107	0	0	0	3	Negative
66	1	0	0	0	0	0	0	0	0	0	0	0	12	2.2	96	0	0	0	5	Hypothyroid

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