Datasets:

anasmakki
/

thyroidDFBalanced

age int64	sex int64	on_thyroxine int64	query_on_thyroxine int64	sick int64	I131_treatment int64	query_hypothyroid int64	query_hyperthyroid int64	tumor int64	psych int64	TSH float64	T3 float64	TT4 float64	T4U float64	FTI float64	TBG float64	referral_source int64	target string
29	0	0	0	0	0	1	0	0	0	0.3	0	0	0	0	0	5	Negative
29	0	0	0	0	0	0	0	0	0	1.6	1.9	128	0	0	0	5	Negative
41	0	0	0	0	0	0	1	0	0	0	0	0	0	0	11	5	Negative
36	0	0	0	0	0	0	0	0	0	0	0	0	0	0	26	5	Negative
32	0	0	0	0	0	0	0	0	0	0	0	0	0	0	36	5	Hyperthyroid
60	0	0	0	0	0	0	0	0	0	0	0	0	0	0	26	5	Negative
77	0	0	0	0	0	0	0	0	0	0	0	0	0	0	21	5	Negative
28	0	0	0	0	0	0	0	0	0	0.7	2.6	116	0	0	0	3	Negative
28	0	0	0	0	0	0	0	0	0	1.2	1.8	76	0	0	0	5	Negative
28	0	0	0	0	0	0	0	0	0	1.9	1.7	83	0	0	0	5	Negative
54	0	0	0	0	0	0	0	0	0	1.9	2.3	133	0	0	0	5	Negative
42	0	0	0	0	0	0	0	0	0	1	1.8	105	0	0	0	5	Negative
51	1	1	0	0	0	0	0	0	0	0.5	0	0	0	0	0	5	Negative
51	0	0	0	0	0	0	0	0	0	0.7	2.4	116	0	0	0	5	Negative
37	0	0	0	0	0	0	0	1	0	0	2.9	0	0	0	0	5	Negative
16	1	0	0	0	0	0	0	0	0	2.6	0	0	0	0	0	5	Negative
54	0	0	0	0	0	0	0	0	0	1	2	122	0	0	0	1	Negative
43	1	0	0	0	0	0	0	0	0	0	2.1	116	0	0	0	5	Negative
63	0	1	0	1	0	0	0	0	0	68	0	48	1.02	47	0	5	Hypothyroid
36	0	0	0	0	0	1	1	0	0	1.5	2.4	90	1.06	85	0	5	Negative
40	0	0	1	0	0	0	0	0	0	0	0	79	0.94	84	0	5	Negative
40	0	0	0	0	0	0	0	0	0	1.2	2.3	104	1.08	96	0	5	Negative
40	0	0	0	0	0	0	0	0	0	5.9	2.1	88	0.84	105	0	5	Negative
77	0	0	0	0	0	0	0	0	0	0.05	2.4	107	1.13	95	0	5	Negative
77	0	0	0	0	0	0	0	0	0	4	2	126	0	0	0	1	Negative
77	0	0	0	0	0	0	0	0	0	0.4	0	113	1.07	106	0	5	Negative
77	0	0	0	0	0	0	0	0	0	0.8	2.4	150	0	0	0	1	Negative
51	0	0	0	0	0	0	0	0	0	0.05	2.1	93	0.87	106	0	3	Negative
56	1	0	0	0	0	0	0	0	0	0.2	1.6	80	0.62	129	0	3	Negative
42	1	0	0	0	0	0	0	0	0	3	2	91	0.91	100	0	3	Negative
85	1	0	0	0	0	0	0	0	0	0.05	0.1	47	0.68	69	0	3	Negative
67	1	0	0	0	0	0	0	0	0	0.2	0	71	0.79	90	0	5	Negative
67	1	0	0	0	0	0	0	0	0	0.05	2	88	0.95	93	0	3	Negative
51	0	0	0	0	0	0	0	0	0	1.2	2.1	104	1.57	66	0	3	Negative
51	0	0	0	0	0	1	0	0	0	0.3	0	111	0.92	121	0	5	Negative
28	0	0	0	0	0	0	0	0	0	0	2.1	86	0.92	93	0	5	Negative
61	0	1	0	0	0	0	0	0	0	1.9	2.1	118	1.1	93	0	5	Negative
46	1	0	0	0	0	1	0	0	0	0	1.4	82	0.7	117	0	5	Negative
41	0	0	0	0	0	0	0	0	0	140	0	33	1.07	31	0	5	Hypothyroid
44	0	1	0	0	0	0	0	0	0	0.6	1.8	134	1.13	113	0	5	Negative
51	0	0	0	1	0	0	0	0	0	1.5	1.2	60	0.89	67	0	3	Negative
29	1	0	0	0	0	0	0	0	0	1.7	2.4	102	1.01	101	0	3	Negative
41	0	0	0	0	0	0	0	0	0	0.05	1.5	97	1.05	92	0	3	Negative
82	1	0	0	0	0	1	0	0	0	0.4	1.3	115	0.91	126	0	3	Negative
64	0	1	0	0	0	0	1	0	0	2.5	1.6	86	0.96	90	0	5	Negative
70	0	0	0	0	0	0	1	0	0	0.05	2.6	132	1.07	123	0	5	Negative
54	0	0	1	0	0	0	0	0	0	0	0	116	0.78	149	0	5	Negative
33	0	0	0	0	0	0	1	0	0	0.4	2	114	1.01	113	0	5	Negative
44	1	0	0	0	0	0	0	0	0	0	0	90	1.05	86	0	5	Negative
44	0	0	0	0	0	0	0	0	0	0.4	1.8	94	0	0	0	5	Negative
44	1	0	0	0	0	0	0	0	0	1	2.7	118	0	0	0	1	Negative
53	0	0	0	0	0	0	0	0	0	0.7	1.3	145	0	0	0	3	Negative
41	0	0	0	0	0	0	0	0	0	0.2	1.5	106	0	0	0	3	Negative
52	0	0	0	0	0	0	0	0	0	0.2	1.9	87	0.66	132	0	3	Negative
59	1	0	0	0	0	0	0	0	0	2.1	1.8	104	0.86	121	0	5	Negative
49	0	0	0	0	0	0	0	0	0	1.2	2.2	80	0.76	105	0	3	Negative
44	0	0	0	1	0	0	0	0	0	1.1	1.5	105	0.9	117	0	3	Negative
44	1	0	0	0	0	0	0	0	0	0.8	2.5	120	0	0	0	1	Negative
46	0	0	0	0	0	0	1	0	0	0	0	121	1	121	0	5	Negative
35	0	0	0	0	0	0	1	0	0	0	2.2	0	0	0	0	5	Negative
56	0	0	0	0	0	0	0	0	0	0.05	2.5	152	1.16	131	0	5	Negative
54	0	0	0	0	0	1	0	0	0	0.05	1.8	79	0.68	116	0	3	Negative
54	0	0	0	0	0	0	1	0	0	0.7	2.1	98	0	0	0	5	Negative
54	1	0	0	0	0	0	0	0	0	0.8	2.4	109	1.12	97	0	5	Negative
54	0	0	0	0	0	0	0	0	0	0.05	1.6	114	0.92	124	0	3	Negative
61	1	0	0	1	0	0	0	0	0	9.799999	1.2	114	0.84	136	0	5	Hypothyroid
40	0	1	0	0	0	0	0	0	0	0.05	0	139	0.98	142	0	5	Negative
48	1	1	0	0	0	0	0	0	0	3.7	2.8	106	1	106	0	5	Negative
64	0	0	0	0	0	0	0	0	0	0.4	2	104	1.04	100	0	3	Negative
27	0	0	0	0	0	0	0	0	0	0.05	2.8	131	1.26	104	0	5	Negative
69	0	0	0	0	0	0	0	0	0	0.1	3.2	112	0	0	0	3	Negative
69	0	0	0	0	0	0	0	0	1	0.35	2.4	64	0	0	0	1	Negative
60	0	1	0	0	0	1	0	0	0	0.35	1.8	109	0.83	131	0	5	Negative
27	0	0	0	0	0	0	0	0	0	90	0.4	7.5	0.94	7.5	0	5	Hypothyroid
27	0	0	0	0	0	0	0	0	0	1.3	2.2	104	0.97	107	0	3	Negative
51	0	0	0	0	0	1	0	0	0	1.2	1.7	68	0.93	73	0	3	Negative
76	1	0	0	0	0	0	0	0	0	0.5	1.6	97	0.88	110	0	3	Negative
52	0	1	0	0	0	0	0	0	0	0.05	0	133	1.02	130	0	5	Negative
73	0	1	0	0	0	0	0	0	0	0	0	99	0.95	104	0	5	Negative
68	1	1	0	0	0	0	0	0	0	2.7	1.3	64	0.7	97	0	5	Negative
66	1	1	0	0	0	0	0	0	0	1.6	2.1	92	1.04	88	0	1	Negative
66	0	0	0	0	0	0	0	0	0	2.9	1.6	115	0.9	128	0	1	Negative
30	1	0	0	0	0	0	0	0	0	1.7	1.9	120	0.98	122	0	5	Negative
30	0	0	0	0	0	0	0	0	0	0.25	1.8	95	0.87	102	0	3	Negative
30	1	1	0	0	0	0	0	0	0	0.6	1.8	100	0	0	0	1	Negative
28	1	0	0	0	0	0	0	0	0	0.2	2.4	106	0	0	0	5	Negative
58	0	0	0	0	1	0	0	0	0	5.8	1.7	86	0.91	95	0	5	Negative
21	0	0	0	0	0	0	0	0	0	0.2	0	95	1.04	91	0	5	Negative
60	0	1	0	0	0	1	0	0	0	0.35	1.8	109	0.83	131	0	5	Negative
38	0	0	0	0	0	0	0	0	0	0	0	86	1	86	0	5	Negative
38	1	0	0	0	0	0	0	0	0	0	0	308	0.87	354	0	5	Hyperthyroid
27	0	0	0	0	0	0	0	0	0	0.2	1.7	98	0.96	102	0	3	Negative
70	0	0	0	0	0	0	0	0	0	0	0	0	0	0	36	5	Hyperthyroid
45	1	0	0	0	0	0	0	0	0	0.8	1.7	122	1.07	114	0	1	Negative
44	1	0	0	0	0	0	0	0	0	1.3	1.3	71	0.88	81	0	3	Negative
62	1	0	0	0	0	0	0	0	0	0.8	2.1	130	0	0	0	3	Negative
51	1	0	0	0	0	1	0	0	0	1.7	2.6	126	1.03	122	0	5	Negative
77	0	0	0	0	0	0	0	0	0	2	1.4	128	1.13	113	0	3	Negative
60	0	0	0	0	0	0	0	0	0	0.2	1.2	51	0.61	84	0	5	Negative
30	0	0	0	0	0	0	0	0	0	0.2	1.4	105	0.79	133	0	3	Negative

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