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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
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.56
1.83
68
0.96
71
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.36
2.12
66
0
0
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.82
0.73
10
1.18
9
1
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.25
1.75
108
0.97
112
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.67
1.5
99
0.89
111
1
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.86
0
101
1.08
94
1
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
395.78
0.2
13
1.18
11
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.41
2
72
0.96
75
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
93.35
0.3
7
0.97
8
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.73
1.93
101
0.89
114
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.14
1.85
75
1
74
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77.59
1.54
118
1.24
96
1
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.16
0.69
66
0.65
101
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.67
2.53
108
1.11
96
1
62
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
38.93
1.24
44
0.81
54
1
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.17
1.03
90
0.9
100
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.55
0.65
114
0.74
153
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.24
1.67
91
0.84
109
1
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.07
1.68
68
0
0
1
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
116.24
0.46
17
1.14
15
1
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.73
0.06
69
0.63
110
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.87
1.2
43
0.89
49
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
107.65
0.4
13
0.98
13
1
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.56
0.28
6
1.16
5
1
75
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
44
0.92
34
1.04
32
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.12
0.97
87
1.01
86
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103.23
1.26
30
0.04
0
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.05
0.19
2
0.85
2
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.01
1.62
95
0.89
107
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.54
0.5
135
1.27
107
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.74
0.13
63
0.82
78
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.28
1.49
122
1.1
112
1
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89.59
0
39
1.17
34
1
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.26
0.22
12
0.18
0
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.44
0.61
50
0.84
59
1
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.62
1.67
91
1.01
90
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.82
2.11
92
1.25
73
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.19
2.1
123
1.18
104
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.63
1.57
64
1.12
57
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.49
0.92
50
0.84
59
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55
0.61
15
0.92
16
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.7
0.74
69
0.76
90
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.23
0
75
1.11
68
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.74
0.13
63
0.82
78
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.98
1.9
61
0.82
74
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
71.95
0.46
45
1.06
43
1
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.91
1.48
104
1.2
86
1
58
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
39.41
1.55
46
0.81
57
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.03
1.49
78
0
0
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.91
0.17
42
0.83
51
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
149.42
1.59
34
1.07
32
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.17
1.33
118
1.03
115
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.55
1.23
51
0.86
60
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.7
0.13
86
0.91
95
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.13
2.27
134
1.53
88
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.6
1.76
26
1.07
25
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.99
2.02
58
0.95
61
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.82
0
105
1.28
82
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.75
0.28
6
0.96
6
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.82
1.22
63
0.9
71
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.14
1.72
94
1.16
81
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.12
0.99
108
0.9
120
1
56
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.06
1.78
91
0.93
98
1
76
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
38.03
0
82
1.13
73
1
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.25
0
75
0.77
97
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.2
0.72
50
0.88
56
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.77
1.29
68
1.04
66
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.77
1.83
69
0.91
76
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.49
0.86
68
0.76
90
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.45
1.97
67
0.96
70
1
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.13
0.53
13
1.33
9
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.11
1.89
98
1.11
88
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
94.57
0.35
6
0.96
6
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.17
0.21
142
1.25
113
1
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.81
1.97
85
1.07
80
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
66.12
0
53
1.08
49
1
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.4
1.32
91
0.92
99
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.1
0.86
117
1.04
112
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
400.78
0.49
11
1.19
9
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.73
1.92
65
0.95
70
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.26
1.82
89
1
89
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.87
0.47
105
1.14
93
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.5
0.4
98
0.88
112
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.91
1.36
63
0
0
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39.05
0.24
4
0.52
3
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
0.28
71
0.76
94
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.65
2.21
71
1.1
64
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.43
1.55
88
0.99
89
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.68
1.99
80
1.01
80
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.15
0.39
15
0.97
15
1
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
393.98
0.03
13
1.15
11
1
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.5
2.58
109
1.15
95
1
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.81
0
118
0.9
131
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
93.03
0.44
10
1.19
9
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.92
0.3
9
0.88
10
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
1.5
126
0.95
132
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
129.11
0.31
9
1.03
9
1
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.4
1.42
76
1.07
71
1
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
467.13
0.3
31
1.35
23
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.89
1.84
58
0.95
61
1