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
72	0	0	0	0	0	0	0	0	0	0	0	0	17	2.7	90	0.74	122	0	5	Hypothyroid
21	0	0	0	0	0	0	0	0	0	0	0	0	1.2	0	106	1	106	0	5	Negative
45	0	0	0	0	0	0	0	0	0	0	0	0	9.299999	1.5	57	0.69	83	0	5	Hypothyroid
81	0	0	0	0	0	0	0	0	0	0	0	0	6.2	0	98	0.84	117	0	5	Hypothyroid
74	0	0	0	0	0	0	0	0	0	0	0	0	4.8	1.7	130	1.02	128	0	3	Negative
61	1	0	0	0	0	0	0	0	0	0	0	0	1.7	2.2	91	1.04	88	0	1	Negative
50	0	1	0	0	0	0	0	0	0	0	0	0	0.08	0	182	1.31	140	0	5	Negative
40	1	0	0	0	0	0	0	0	0	0	0	1	2.3	2.2	123	1.09	113	0	1	Negative
28	0	0	0	0	0	0	0	0	0	0	0	1	2	2.3	69	0.91	76	0	1	Negative
59	0	1	0	0	0	0	0	0	0	0	1	0	0.28	0	114	0.94	121	0	5	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	0.065	3.9	186	0.94	198	0	5	Hyperthyroid
76	0	1	0	0	0	0	0	0	0	0	0	0	0.075	2.6	157	1.09	144	0	5	Negative
40	1	1	0	0	0	0	0	0	0	0	0	0	0	0	138	0.95	145	0	5	Negative
80	1	0	0	0	0	0	0	0	0	0	0	0	2	1.3	122	0.99	123	0	3	Negative
65	0	0	0	0	0	0	0	0	0	0	0	0	0.45	1.2	133	0.94	142	0	3	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	0.97	0	63	0.88	72	0	5	Negative
60	0	0	0	0	0	0	0	0	0	0	0	0	2.1	2.4	127	1.2	106	0	3	Negative
64	1	0	0	0	0	0	0	0	0	0	0	0	1.8	2.1	90	0.89	101	0	3	Negative
46	1	0	0	0	0	0	0	0	0	0	0	0	1.7	1.4	93	0.77	121	0	5	Negative
46	1	0	0	0	0	0	0	0	0	0	0	0	1.2	2.8	181	1.26	144	0	5	Negative
32	1	0	0	0	0	0	0	0	0	0	0	0	3.1	2.3	76	0.86	88	0	5	Negative
75	0	0	0	0	0	0	0	1	0	0	0	0	0.73	2.2	106	0.74	143	0	5	Negative
75	1	0	0	0	0	0	0	0	0	0	0	1	2.1	3.4	135	1.05	129	0	1	Negative
46	1	0	0	0	0	0	0	0	0	0	0	1	0.9	1.2	97	0.91	107	0	1	Negative
38	0	0	0	0	0	0	1	0	0	0	0	0	2	2.3	122	0	0	0	5	Negative
43	0	1	0	0	0	0	0	0	0	0	0	0	0	0	103	1.2	86	0	5	Negative
39	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	28	5	Negative
66	0	0	0	1	0	0	0	0	0	0	0	0	0.08	1	141	0.75	188	0	3	Negative
84	1	0	0	1	0	0	0	0	0	0	0	0	1.9	2.5	137	1.1	125	0	5	Negative
84	1	0	0	0	0	0	0	0	0	0	0	0	1.5	2.3	101	0.81	125	0	5	Negative
35	0	0	0	0	0	0	0	0	0	0	0	0	0.87	2.8	113	1.18	96	0	3	Negative
58	1	0	0	0	0	0	0	0	0	0	0	1	2.7	2.3	91	0.99	92	0	1	Negative
34	0	0	0	0	0	0	0	0	0	0	0	1	1.4	2.3	126	1	126	0	1	Negative
44	0	0	0	0	0	0	0	0	1	0	0	0	3.2	2.5	88	1.02	86	0	1	Negative
35	0	0	0	0	0	0	0	0	0	0	0	1	0.085	2.2	130	0.91	143	0	1	Negative
65	0	1	0	0	0	0	0	0	0	0	0	0	2.6	1.6	142	1.01	141	0	5	Negative
65	0	0	0	0	0	0	0	1	0	0	0	0	1.3	3.3	130	1.21	107	0	5	Negative
44	0	0	0	0	0	0	0	0	0	0	0	0	0.85	1.7	81	0.96	84	0	1	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	1.6	1.7	109	0.82	133	0	5	Negative
42	0	1	0	0	0	0	0	0	0	1	0	0	1.9	2.2	126	0.97	130	0	5	Negative
58	0	1	0	0	0	0	0	0	0	0	0	0	0.15	1.6	144	1.09	132	0	5	Negative
20	0	0	0	0	0	0	0	1	0	0	0	0	2	3.1	135	1.17	115	0	5	Negative
18	0	0	0	0	0	0	0	0	0	0	0	0	0	0	66	0.78	85	0	5	Negative
41	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	20	5	Negative
38	0	0	0	0	0	0	0	0	0	0	0	0	2.6	2	86	0.86	100	0	3	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	1.9	2.2	135	1.07	126	0	5	Negative
69	1	0	0	0	0	0	0	0	0	0	0	0	0.59	1.2	89	0.9	99	0	5	Negative
60	1	0	0	0	0	0	0	0	0	0	0	0	1.4	1.1	92	0.84	110	21	5	Negative
66	0	0	0	0	0	0	0	0	0	0	1	0	0.085	1.1	138	0.8	173	15	3	Negative
66	0	0	0	0	0	0	0	0	0	0	0	0	0	2.8	0	0	0	0	5	Negative
66	0	0	1	0	0	0	0	1	0	0	0	0	0.07	2.9	145	1.25	116	0	5	Hyperthyroid
51	0	1	0	0	0	0	1	0	0	0	0	0	12	2.9	44	1.13	39	0	5	Negative
47	0	0	0	0	1	0	0	0	0	0	0	0	1.2	2.7	82	1.05	78	0	5	Negative
66	0	0	0	0	0	0	0	1	0	0	0	0	0.115	2.6	118	0.93	127	0	5	Negative
74	0	0	0	0	0	0	0	0	0	0	0	0	0.62	2.3	102	1.03	99	0	5	Negative
17	1	0	0	0	0	0	0	0	0	0	0	0	1.6	0	78	0.76	103	0	5	Negative
69	1	0	0	0	0	0	0	0	0	0	0	0	1.8	2.6	122	1.03	118	0	5	Negative
42	0	1	0	0	0	0	0	0	0	0	0	0	2	2.3	134	1	134	0	5	Negative
2	0	0	0	0	0	0	0	0	0	0	1	0	0.05	7.6	257	0.96	268	0	5	Hyperthyroid
79	0	0	0	0	0	0	0	1	0	0	0	0	2.7	1.2	100	0.93	108	0	5	Negative
85	1	0	0	0	0	0	0	0	0	0	0	0	1.6	0	114	0.61	187	0	5	Negative
69	0	0	0	0	0	0	0	0	0	0	0	0	0	0	90	0.91	99	0	5	Negative
49	0	0	0	0	1	0	0	0	0	0	0	0	3.7	2	53	0.71	75	0	5	Negative
46	0	0	0	0	0	0	0	0	1	0	0	0	2.5	1.5	69	0.9	77	0	1	Negative
42	1	0	0	0	0	0	0	1	0	0	0	0	0.045	2.1	111	0.89	125	0	1	Negative
42	0	0	0	0	0	0	0	0	0	0	0	0	1.2	2.5	106	0.98	108	27	5	Negative
73	0	0	0	0	0	0	0	1	0	0	0	0	17	1.7	112	1.16	97	0	5	Hypothyroid
37	0	0	0	0	0	0	0	0	0	0	0	0	0	0	108	0.71	152	0	5	Negative
46	0	0	0	0	0	0	0	1	0	0	0	0	2	2.2	92	0.71	130	0	5	Negative
33	0	0	0	0	0	0	0	0	0	0	0	0	0.58	0	98	0.99	99	0	5	Negative
37	0	0	0	0	0	0	0	0	0	0	0	0	1.5	1	117	1.19	98	0	5	Negative
82	0	0	0	0	0	0	0	0	0	0	0	0	0.87	0	91	0.99	92	0	5	Negative
52	1	0	0	0	0	0	0	0	0	0	0	0	0.1	2.9	123	1.03	119	0	3	Negative
71	0	0	0	1	0	0	0	0	0	0	0	0	4.3	1.3	55	0.83	66	0	3	Negative
45	0	0	0	0	0	0	0	1	0	0	0	0	22	0	65	1.15	57	0	5	Hypothyroid
30	1	0	0	0	0	0	0	0	0	0	0	1	2	3.5	120	1.18	102	0	1	Negative
30	1	0	0	0	0	0	0	0	0	0	0	1	0.6	1.9	104	1.01	103	0	1	Negative
66	1	0	0	0	0	0	0	0	0	0	0	0	7.1	2.3	90	0.98	92	0	1	Hypothyroid
54	0	1	0	0	0	0	0	0	0	0	0	0	0.045	2.2	132	0.93	142	0	5	Negative
74	0	0	0	0	0	1	0	0	0	0	0	0	0.125	2.3	106	0.92	115	0	5	Negative
24	0	0	0	0	0	0	0	0	0	0	1	0	0.63	2.4	94	0.93	101	0	5	Negative
63	1	0	0	0	0	0	0	0	0	0	0	0	0.14	0	119	0.57	209	0	5	Negative
62	0	0	0	0	0	0	0	0	0	0	0	0	2.7	2.5	131	1.18	110	0	5	Negative
24	0	0	0	0	0	0	0	0	0	0	0	0	3	0	105	1	105	0	5	Negative
26	0	0	0	0	0	0	0	0	0	0	0	0	1.3	0	90	0.9	100	0	5	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0	1.8	2.3	109	1.38	79	0	5	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	1.6	1.2	106	1.23	86	0	3	Negative
34	1	0	0	0	0	0	0	0	0	0	0	0	3.8	2	87	1.15	76	0	3	Negative
76	1	0	0	0	0	0	0	0	0	0	0	0	1.1	1.8	127	1.28	99	0	3	Negative
46	0	0	0	0	0	0	0	0	0	0	0	0	0.87	2.6	129	1.42	91	0	3	Negative
42	1	0	0	0	0	0	0	0	0	0	0	1	0.97	2.7	69	0.52	133	0	1	Negative
28	0	0	0	0	0	0	0	0	0	0	0	0	2.1	2.6	63	0.74	85	0	5	Negative
67	0	0	0	0	0	0	0	0	0	0	0	0	4.1	1.9	104	0.97	107	0	3	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	0	0	85	0.83	102	0	3	Negative
73	1	0	0	0	0	0	0	0	0	0	0	0	2	1.2	108	0.94	115	0	3	Negative
78	0	0	0	0	0	0	0	0	0	0	0	0	1.1	2.5	131	1.11	118	0	3	Negative
54	0	1	0	0	0	0	0	0	0	0	0	0	5.2	1.7	168	1.14	147	0	3	Negative
82	0	0	0	0	0	0	0	0	0	0	0	0	2.5	1.1	112	0.68	165	0	5	Negative
72	0	0	0	0	0	0	0	0	0	0	0	1	1.7	1.3	108	0.94	115	0	3	Negative
48	0	0	0	0	0	0	0	0	0	0	0	0	73	2.3	87	1.12	78	0	5	Hypothyroid

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