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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
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
445.07
0.45
14
1.21
11
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.02
2.29
131
1.25
105
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.65
1.87
69
0.97
70
1
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.65
0.8
76
0.97
78
1
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60.7
0.09
7
0.68
1
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.88
0.93
86
1.11
78
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.79
2.04
99
1.16
85
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.16
0.76
143
1.25
114
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.82
0.42
63
1.02
61
1
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.13
0.64
54
0.93
58
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
101.54
0.62
9
1.21
8
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.82
0
84
0.84
99
1
26
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
167.66
0.26
64
1.46
45
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
0.33
6
1.11
5
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
62.42
0.14
48
0.99
49
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
192.64
0.83
11
1.24
9
1
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.53
0
76
0.75
103
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
102.11
0.4
10
1.04
9
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
175.71
0.5
6
1.42
3
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.68
1.47
88
1.04
85
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.2
0.95
88
0.89
98
1
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.26
1.79
79
0
0
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.49
0.46
33
0.68
48
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.09
0.15
63
0.82
78
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.39
0.05
30
1.01
29
1
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.86
0.16
34
0.78
44
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.49
1.9
80
0.83
96
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.36
2.01
89
0.97
93
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.04
0.77
60
1.13
54
1
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
104.36
0.57
4
0.94
4
1
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
165.3
0.59
31
1.04
30
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.19
0
94
0.91
103
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.49
0.25
67
0.94
72
1
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
171.98
0
29
0.84
34
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82.58
1.9
111
1.24
89
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.95
2.51
109
1.17
94
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
0.39
58
0.94
61
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.98
0.44
81
0.91
90
1
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.57
1.73
68
0
0
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.25
1.71
72
0.89
80
1
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
150.73
0.3
12
1.02
13
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.65
0.15
106
1.01
105
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.35
0.54
84
0.84
99
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.28
1.01
76
1.04
74
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.74
1.47
62
0.89
70
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.26
0.86
75
1.05
72
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.98
1.63
121
0
0
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.07
1.25
83
0.83
99
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.64
1.88
92
0.84
109
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.41
0.97
108
0.89
122
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.13
1.49
85
0.91
93
1
58
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
10.16
0.77
75
0.96
78
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
115.72
0.57
11
1.11
10
1
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.64
2.2
110
0.98
113
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65.98
0
48
0.94
51
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.22
2.02
90
0.91
99
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22
1.76
88
1.1
80
1
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.99
0.9
87
0.93
94
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.33
0.58
81
0.98
83
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
187.65
1.29
61
1.17
52
1
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.72
1.48
78
0.96
81
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.77
1.5
65
0.65
101
1
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.5
1.52
57
0.7
82
1
63
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
32.62
0.83
33
0.66
50
1
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.38
1.01
94
0.91
104
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
100.63
0.4
7
0.9
7
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.25
0.37
67
0.95
72
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.62
1.07
81
1.18
68
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.31
0.47
13
1.21
11
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.14
0.33
113
1.19
95
1
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.48
1.01
111
1.16
96
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89.97
0.96
27
0.93
30
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.75
1
49
1.18
42
1
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.73
0
71
1.05
68
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.52
1.04
83
0.82
101
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.54
0.27
87
0.85
103
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.43
1.25
145
1.24
116
1
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.46
2.29
24
1.2
20
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.92
1.42
44
0.95
46
1
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.1
2.65
108
1.12
96
1
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.51
0
86
0.86
101
1
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.56
0.75
123
1.01
122
1
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
149.32
0.79
34
0.95
36
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.46
0.29
16
1.12
14
1
33
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
10.21
2.13
86
0.92
94
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
108.77
1.33
44
0.99
45
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.09
0
42
0.91
47
1
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
468.76
1.38
30
1.23
25
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.59
1.78
85
0.93
91
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.7
0.73
109
1.17
93
1
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
449.24
0.5
23
1.35
17
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.34
2.02
92
0
0
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.23
0
58
0.97
60
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.01
1.02
113
0.93
121
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.66
2.29
65
1.13
58
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.6
0.5
57
1.04
56
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.8
2.06
111
1
111
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.13
1.23
70
1.08
65
1
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.26
1.58
66
1.01
64
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
2.24
88
0.92
96
1