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	goitre int64	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
76	0	1	0	0	0	0	0	0	0	0	0	0	4.6	0	65	0.91	71	0	5	Negative
49	0	1	0	0	0	0	0	0	0	0	0	0	0.4	0	148	0.98	151	0	5	Negative
63	0	0	0	1	0	0	0	0	0	0	0	0	22	0	88	1.1	80	0	5	Hypothyroid
64	0	0	0	1	0	0	0	0	1	0	0	0	0.84	0	121	0.89	136	0	5	Negative
64	0	0	0	0	0	0	0	0	0	0	0	0	2.1	0	80	0.88	91	0	5	Negative
64	1	0	0	0	0	0	0	0	0	0	0	0	0.91	0	133	1.06	125	0	1	Negative
64	1	0	0	0	0	0	0	0	0	0	0	0	2.3	0	130	0.87	149	0	1	Negative
64	0	1	0	0	0	0	0	0	0	0	0	0	2.2	0	111	0.97	114	0	5	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	1.6	1.9	96	1	96	0	5	Negative
44	1	0	0	0	0	0	0	0	0	0	0	0	0.49	1.8	109	0.82	133	0	5	Negative
18	1	0	0	0	0	0	0	0	0	0	0	0	1.6	2.1	63	0.78	81	0	5	Negative
18	0	0	0	0	1	0	0	0	0	0	0	0	1.1	0	71	0.61	116	0	5	Negative
91	0	0	0	0	0	0	0	0	0	0	0	0	3.1	1.2	84	0.91	92	0	5	Negative
45	0	1	0	0	0	0	0	0	0	1	0	0	1.3	1.3	73	1.04	70	0	3	Negative
39	0	0	0	0	0	0	1	1	0	0	0	0	0.83	0	90	1.02	88	0	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	4	0	80	0.82	98	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	2.3	0	126	1.18	107	0	1	Negative
39	1	0	0	0	0	0	0	0	1	0	0	0	1.1	1.8	77	0.62	124	0	1	Negative
69	0	0	0	0	0	0	0	0	0	0	0	0	2.4	0	139	0.91	153	0	3	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	1.3	2	123	0	0	0	0	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	4.1	0	93	0.98	95	0	5	Negative
54	0	0	0	0	0	0	0	1	0	0	0	0	0.06	1.4	108	0.97	111	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	13	0	64	0.97	66	0	5	Hypothyroid
59	1	0	0	0	0	0	0	0	0	0	0	0	1.1	0	104	0.93	112	0	5	Negative
62	0	0	0	1	0	0	0	1	0	0	0	0	1.1	1.4	103	0.89	115	0	3	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	2.1	0	90	0.87	103	0	5	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0	4.2	0	81	0.86	94	0	5	Negative
75	0	0	0	1	0	0	0	1	0	0	0	0	0.7	0	146	0.96	152	0	5	Negative
50	1	1	0	0	0	0	0	0	0	0	0	0	0	0	108	0.88	123	0	5	Negative
42	1	0	0	0	0	0	0	0	0	0	0	0	3.9	0	102	1.01	101	0	5	Negative
62	1	0	0	0	0	0	0	0	0	0	0	0	0.94	0	94	0.95	99	0	5	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	1.4	0	147	1.09	135	0	3	Negative
30	1	0	0	0	0	0	0	0	0	0	0	0	0.99	0	111	0.76	146	0	1	Negative
56	0	0	0	0	0	0	0	0	0	0	0	0	4.8	0	83	0.84	99	0	3	Negative
34	0	0	0	0	1	0	0	0	0	0	0	0	7.9	0	88	0.83	106	0	5	Negative
63	1	1	0	0	0	0	0	0	0	1	0	0	0.005	1.3	96	0.92	104	0	5	Negative
60	0	0	1	0	0	0	0	0	0	0	0	0	0.005	1.7	158	1.04	152	0	5	Negative
20	1	0	0	0	0	0	0	0	0	0	0	0	1.6	0	133	1	133	0	1	Negative
24	0	1	0	0	0	0	0	0	0	0	0	0	0.37	0	149	0.84	177	0	5	Negative
60	0	1	0	0	0	0	0	0	0	0	0	0	0.01	1.8	130	0.86	151	0	5	Negative
58	0	0	0	0	0	0	0	0	0	0	0	0	3.2	1.5	73	0.82	89	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	2.3	0	91	0.83	110	0	5	Negative
33	0	0	0	0	0	0	1	1	0	0	0	0	1.1	1.6	104	0.79	132	0	5	Negative
71	0	0	0	0	0	0	0	0	0	0	0	0	3	1.2	92	0.69	133	0	3	Negative
63	1	0	0	0	0	0	0	1	0	0	0	0	2.9	0	82	0.67	122	0	3	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	0.64	1.4	101	0.84	120	0	5	Negative
54	1	0	0	0	0	0	0	0	0	0	0	1	2.7	0	139	1.08	129	0	1	Negative
54	1	0	0	0	0	0	0	0	0	0	0	0	3.4	0	72	0	0	0	1	Negative
72	0	1	0	0	0	0	0	1	0	0	0	0	0.04	3.2	239	0.83	288	0	5	Negative
70	0	0	0	0	0	0	0	0	0	0	0	0	1	1.9	100	0.92	109	0	5	Negative
21	1	0	0	0	0	0	0	0	0	0	0	0	2.1	0	129	0	0	0	1	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	2.2	0	94	0.86	109	0	1	Negative
75	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	94	0.88	107	0	5	Negative
81	0	0	0	0	0	0	1	0	0	0	0	0	0.02	2.2	153	1.09	140	0	5	Negative
72	0	0	0	0	0	0	0	1	0	0	0	0	13.7	0	67	0.75	89	0	3	Hypothyroid
64	0	1	0	0	0	0	0	0	0	0	0	0	1.5	1.5	89	0.97	92	0	3	Negative
64	0	1	0	0	0	0	1	0	0	0	0	0	0.56	1.8	90	0.79	114	0	5	Negative
83	1	0	0	0	0	0	0	0	0	0	0	0	0.84	0	102	0.85	120	0	3	Negative
70	0	1	0	0	0	0	0	0	0	0	0	0	0.57	2.1	101	0.78	129	0	5	Negative
70	1	0	0	0	0	0	0	0	0	0	0	0	0.86	0	97	1.01	96	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	0	0	20	2.5	58	1.07	54	0	5	Hypothyroid
21	0	1	1	0	0	0	0	0	0	0	0	0	1.1	2.3	60	0.98	61	0	5	Negative
25	0	0	0	0	0	0	0	0	0	0	0	0	0.67	0	153	1.07	143	0	3	Negative
79	0	0	0	0	0	0	0	0	0	0	0	0	2.7	0	83	0.84	99	0	3	Negative
63	1	0	0	0	0	0	0	0	0	0	0	0	2	0	87	0.73	119	0	3	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	4.5	0	115	1.25	92	0	3	Negative
80	0	0	0	0	0	0	0	0	0	0	0	0	18	2	76	1.08	70	0	3	Hypothyroid
43	0	0	0	0	0	0	0	1	0	0	0	0	0	1.9	92	0.76	121	0	5	Negative
55	0	0	0	0	0	0	0	0	0	0	0	0	0.82	0	80	0.86	93	0	0	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	1	0	96	0.9	107	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	0	0.69	0	108	0.87	124	0	1	Negative
72	1	1	0	0	0	0	0	1	0	0	0	0	0.41	1.9	108	0.72	150	0	5	Negative
19	0	0	0	0	0	0	1	1	0	0	0	0	0.02	0	171	0.97	176	0	5	Hyperthyroid
77	0	0	0	0	0	0	0	1	0	0	1	0	26	3	61	0.88	69	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	0.02	2	126	0.85	148	0	5	Negative
69	1	0	0	0	0	0	0	0	0	0	0	0	1.2	0	64	0.53	121	0	5	Negative
57	1	0	0	0	0	0	0	0	0	0	0	0	0.02	2.1	97	0.72	135	0	5	Negative
59	1	0	0	0	0	0	0	0	0	0	0	0	2.2	1.3	78	0.76	103	0	5	Negative
67	0	0	0	0	0	0	0	0	0	0	0	0	1.1	1.5	87	0.89	98	0	3	Negative
67	1	1	0	0	0	0	0	0	0	0	0	0	0	2.1	0	0	0	0	1	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	0.96	0	97	0.94	103	0	1	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	1.1	0	90	0.77	117	0	5	Negative
31	0	0	0	0	0	0	0	0	0	0	1	0	0.05	0	117	0.78	150	0	5	Negative
31	0	1	0	0	0	0	0	0	0	0	0	0	49	0	87	1.35	64	0	5	Hypothyroid
40	1	1	0	0	0	0	0	0	0	0	0	0	0.64	2	57	0.68	84	0	5	Negative
54	0	0	0	0	0	0	1	0	0	0	0	0	22	1.5	52	0.84	62	0	2	Hypothyroid
54	1	1	0	0	0	0	1	0	0	0	0	0	3.5	1.7	113	0	0	0	5	Negative
39	1	0	0	0	0	0	0	1	0	0	0	0	1.5	1.6	66	1.15	57	0	5	Negative
30	0	0	0	0	1	0	0	1	0	0	0	0	3.3	0	87	1.17	74	0	5	Negative
76	1	0	0	0	0	1	0	0	0	0	0	0	1.5	0	101	0.82	123	0	5	Negative
42	0	1	0	0	0	0	0	0	1	0	0	0	2.3	2.3	93	1.27	73	0	5	Negative
74	0	0	0	0	0	0	0	0	0	0	0	0	2	0	88	0.77	114	0	5	Negative
74	0	1	0	0	0	0	1	0	1	0	0	0	1.1	1.9	106	1.17	91	0	1	Negative
13	0	0	0	0	0	0	0	0	0	0	0	0	4	0	102	0.8	128	0	5	Negative
51	0	0	0	0	0	0	0	0	0	0	0	0	4	1.7	70	0.9	78	0	3	Negative
5	0	1	0	0	0	0	0	0	0	0	0	0	0.02	0	206	1.41	146	0	5	Negative
59	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	26	5	Negative
29	1	0	0	0	0	0	0	1	0	0	0	0	0.02	5.7	172	0.86	200	0	5	Hyperthyroid
79	0	0	0	0	0	0	0	0	0	0	0	0	1.3	1.7	102	0.9	113	0	5	Negative
25	0	0	0	0	0	0	0	0	0	0	0	0	1.9	0	91	1.24	73	0	0	Negative

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