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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
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.85
0.83
73
0.79
91
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.91
2.44
69
1.04
66
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.67
2.03
80
1.01
80
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
154.6
1.23
32
1.06
31
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.61
0.4
6
0.84
7
1
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60.12
0.69
15
1.08
14
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.45
1.76
83
1.07
78
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.17
0.29
25
1.09
23
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.99
0
108
1.38
78
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.99
0.23
13
1.12
12
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.07
1.52
61
0.96
64
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7
1.31
144
1.05
136
1
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
151
1.02
32
1.15
28
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.47
2.12
78
0.96
82
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.59
0.47
79
1.37
57
1
68
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
6.95
2.22
139
1.19
117
1
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.95
0.88
135
0.98
139
1
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89.91
0.38
7
0.96
7
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
64.14
0
29
1.06
28
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.75
1.43
84
0.86
99
1
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
152.06
0.12
7
1.14
7
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.17
1.47
63
0.9
70
1
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56.62
0.84
49
1.13
44
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.65
1.39
105
0.86
122
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.76
0.55
14
1.02
13
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
71.03
0.43
4
0.86
5
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.33
0.85
78
1.01
77
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.39
0.1
97
0.87
111
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.95
0.68
77
1
78
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
200.57
0.98
43
0.96
45
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.24
1.62
62
0.95
65
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.59
0.92
80
0.99
81
1
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.61
2.21
84
0.77
110
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.98
1.4
68
1.01
67
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.75
0.9
47
1.07
45
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.58
0.49
11
1.24
9
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.9
2.36
77
0.95
81
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.25
0.07
64
0.97
66
1
60
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
182.78
1.07
45
0.98
45
1
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
86.37
0.94
52
1
52
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
248.37
0.32
15
0.99
15
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.55
0
86
0.96
89
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
215.71
1
41
1.01
42
1
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.33
2.57
88
1.02
87
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.07
1.93
114
1.03
111
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
62.63
0.68
20
1
20
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.32
0
86
1.06
82
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
149.19
1.39
41
1.06
38
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.32
0
63
0.97
65
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.9
2.21
89
0.97
92
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.33
1.59
108
1.03
104
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.74
2.14
88
0
0
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.6
0
67
0.75
89
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.66
1.07
18
1.19
15
1
31
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
10.89
1.68
69
0.9
76
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.92
1.2
108
0.93
117
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.74
2.05
90
1.17
77
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.47
0
100
1.17
86
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.3
1.36
135
1.16
117
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
102.71
1.21
28
0.1
0
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.48
0.81
88
0.96
92
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.81
1.87
90
0.98
92
1
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.55
1.97
98
1.06
93
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
49.58
0.4
12
1.3
9
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.08
0.37
89
1.02
87
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
150.98
1.4
41
1.06
38
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.01
2.14
79
0.91
87
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.7
0.42
5
0.81
6
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.57
1.74
83
1.03
81
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.49
2.11
68
1.11
61
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.41
1.63
129
0
0
1
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.67
1.3
48
1.02
47
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.17
0.14
34
0.65
53
1
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
223.92
0.08
8
1.15
8
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.45
0.38
111
1.39
80
1
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56.42
1.98
25
1.12
23
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.8
0.91
54
0.84
65
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.76
1.02
96
1.1
87
1
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.49
0.84
139
1.1
127
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.69
1.16
67
1.01
66
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
49.07
0.16
17
0.93
19
1
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
51.72
0
83
1.21
69
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.01
0.74
78
1.02
76
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.24
1.18
68
0.74
92
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.26
0.23
2
0.58
1
1
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
163.95
0.57
29
1.03
29
1
14
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.98
1.64
63
0.88
73
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.73
1
48
1.05
46
1
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
207.56
0.05
7
0.95
8
1
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
235.74
0.28
12
1.02
12
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.41
2
65
1
65
1
74
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
39.87
0.21
82
1.17
70
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.02
1.64
38
1.06
37
1
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.46
1.58
70
0
0
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70.21
0.46
3
1.26
2
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.61
1.16
37
1.08
34
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53.71
0.71
43
0.91
48
1
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.02
0.86
86
0.88
97
1
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.38
1.76
59
1.14
51
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.41
0.42
64
0.98
66
1