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age
int64
sex
int64
on_thyroxine
int64
query_on_thyroxine
int64
on_antithyroid_meds
int64
sick
int64
pregnant
int64
thyroid_surgery
int64
I131_treatment
int64
query_hypothyroid
int64
query_hyperthyroid
int64
lithium
int64
goitre
int64
tumor
int64
hypopituitary
int64
psych
int64
TSH
float64
T3
float64
TT4
int64
T4U
float64
FTI
int64
target
int64
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.12
1.54
98
0
0
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.84
0
70
0.73
96
1
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.84
0.47
32
0.68
48
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.71
0
69
0.96
72
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
118.27
0.01
17
1.05
16
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53.97
0.52
15
0.9
17
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.68
1.94
68
1.02
66
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.01
1.58
111
1.18
95
1
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.49
0.1
33
0.83
40
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.33
1.83
60
1.14
52
1
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.94
0.02
42
0.98
43
1
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.74
1.22
72
0.99
72
1
60
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
34.3
1.13
37
0.71
52
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.87
1.64
78
0.95
82
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.59
1.31
84
0.81
103
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53.44
0.82
45
1.04
44
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.88
1.6
89
1.04
86
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.35
1.2
108
0.91
118
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.97
2.07
92
0
0
1
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.15
2.55
74
0
0
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.35
0.05
57
1.08
53
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.8
1.7
90
0.81
112
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.08
0.33
64
0.97
66
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.24
0.24
85
0.89
95
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.56
0.79
64
1.18
55
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39.05
0.13
12
1.04
11
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.84
1.87
66
0.91
73
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.42
1.86
61
0.83
73
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
139.92
0.07
33
1.06
31
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
117.13
0.03
17
1.05
16
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.29
1.59
121
0
0
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.08
2.42
94
1.04
91
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.97
1.93
72
0
0
1
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
101.43
0.51
4
1.03
4
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.67
2.53
95
0
0
1
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28
0
85
1.01
84
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.99
1.29
46
0.9
51
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.7
1.86
87
1.03
85
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.73
1.42
66
1.02
65
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.98
0.26
13
1.05
12
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.83
1.28
96
0.94
102
1
68
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
11.81
0.47
67
0.75
89
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.11
2.05
118
1.05
112
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.84
1.25
107
0.89
120
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
216.16
0.01
4
1.28
3
1
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.91
1.9
61
0.82
74
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.46
1.32
105
0.86
123
1
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.47
0
66
0.71
93
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.87
2.48
91
0.97
94
1
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.43
0.76
51
1.03
50
1
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.68
0.29
73
0.68
109
1
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.5
2.05
73
0
0
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
187.72
1.29
61
1.18
52
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.32
0
58
0.98
59
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.94
1.06
80
0.99
81
1
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
140.2
0.79
21
1.1
19
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17
1.48
106
1.15
91
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.17
2.18
68
0.98
69
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.32
1.67
91
0.89
103
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.29
0
79
1.01
78
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.69
2.1
108
1.05
103
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.16
1.02
69
0.35
76
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
146.01
0.82
34
0.94
37
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.17
2.37
58
0.98
59
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.52
1.76
79
0.82
95
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.68
0
87
0.89
98
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.35
0
119
1.07
112
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.9
2.03
106
0
0
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
49.69
0.18
20
0.96
20
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.75
1.42
66
0.98
68
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.6
1.84
89
0.97
91
1
72
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
24.55
0
55
1.06
53
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.13
0
120
1.08
111
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.14
1.7
80
1.06
75
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.69
1.59
89
0.7
128
1
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.26
0
66
0.96
69
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.12
0.59
41
0.78
52
1
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.7
0.25
115
1.11
104
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.13
2.28
88
0.91
97
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.88
1.56
88
0.71
125
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.71
1.94
77
0.89
86
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.01
1.29
100
0
0
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.41
0.99
76
0.99
77
1
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
182.29
1.34
13
1.3
11
1
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.51
1.86
134
0.95
141
1
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.09
1.06
88
0.96
91
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.7
0
94
0.94
100
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.34
2.09
95
0
0
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
110.4
0.71
4
0.98
4
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.76
2.28
101
1.13
90
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52.97
0.5
13
1.08
13
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.06
0.45
12
1.27
10
1
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.33
0.42
86
0.88
99
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
155.82
1.18
32
1.01
32
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.24
2.17
137
1.32
104
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.09
1.48
107
1.02
105
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.17
2.07
91
1.24
73
1
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.5
0.95
60
1.11
54
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.83
1.93
68
0.95
71
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.72
1.55
86
1.01
85
1