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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
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.98
0
112
1.09
102
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.96
1.56
112
1.22
92
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.7
0.06
92
1.2
77
1
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
157.43
0.19
7
0.45
0
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.25
1.03
51
0.85
60
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.07
0.2
17
1.02
16
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
181.83
0.53
7
1.34
5
1
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.92
0.01
147
1.11
133
1
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.67
2
62
1.08
56
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
447.42
0.46
15
1.24
11
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.37
1.66
93
0
0
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18
1.55
66
1.01
65
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.55
1.68
95
0
0
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.09
1.7
82
1.08
77
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.66
0.96
17
0.9
20
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.99
0.6
14
0.89
16
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.52
1.81
89
0.99
89
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.78
2.05
121
1.11
108
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.43
1.08
40
0.89
45
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.67
1.9
86
1.04
83
1
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
85.27
0.57
23
1.04
23
1
72
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
179.65
0.57
48
1.09
44
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.71
0.18
90
1.02
88
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.17
1.93
92
0
0
1
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.2
1.39
60
1.05
57
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103.8
0.33
5
1.02
5
1
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.95
2.44
58
1.07
54
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.32
0.15
57
0.97
59
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.68
0.02
81
0.96
84
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.94
1.5
87
1.2
72
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
85.76
0.49
27
0.84
31
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.89
1.2
109
0.93
116
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.91
2.12
137
1.22
112
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
0.7
141
1.22
115
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.18
1.96
68
0.97
70
1
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.52
0.8
52
0.87
60
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.47
2.01
119
1.02
116
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.19
1.89
103
0
0
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.67
0.49
97
0.88
111
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.56
1.5
57
0.71
81
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
1.89
65
0.95
69
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.42
0.5
42
0.98
43
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
148.94
0.67
16
0.99
17
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.5
1.78
84
1
84
1
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.65
0.46
96
1.25
77
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.69
0.14
116
1.03
113
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.15
1.15
95
0.94
102
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
49.55
1.3
63
0.92
69
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.1
1
49
1.21
41
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.13
0.95
109
1.18
93
1
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
51.42
1.05
45
1.07
42
1
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.18
2.37
132
1.28
103
1
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39.62
0.74
78
0.86
92
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.72
0.28
75
1.05
72
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
104.09
0.57
13
1.11
12
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.72
0.27
144
1.28
112
1
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.59
1.79
111
0.93
119
1
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
68.89
0.85
23
1.01
22
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.05
0.59
74
0.93
80
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.77
1.25
114
0.94
121
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.49
1.52
123
1.05
118
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.9
0.29
13
0.89
11
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.3
1.42
82
1.01
81
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.83
0.93
77
1.03
76
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.48
0.83
78
1
78
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.28
1.2
35
1.06
33
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.18
1.61
104
1.12
93
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
96.67
0.4
3
1.07
3
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.14
1.22
138
1.08
128
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.69
1.14
53
0.95
55
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.51
0
109
1.04
105
1
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.32
1.32
83
0.88
95
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
108.93
0.2
3
1.02
3
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.45
1.13
63
1
62
1
7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
0.7
135
1.34
102
1
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.51
0.7
106
1.13
93
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.1
2.06
91
0.85
108
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
144.34
0.18
13
0.96
14
1
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.33
2.23
69
1.05
65
1
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.43
1.9
93
0.85
109
1
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.72
0.54
108
1.13
94
1
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.42
1.02
98
0.89
110
1
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
486.98
0.2
28
1.26
21
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.96
2.23
132
1.29
103
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.09
1.47
106
1.02
105
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17
1.94
89
1.21
73
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.84
2.03
90
0.96
93
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.97
0.28
13
1.02
12
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.75
0.75
23
0.76
31
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.56
0.4
72
0.83
86
1
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.27
0.73
106
0.97
110
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.84
0.14
32
0.65
50
1
55
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
15.43
2.04
64
0.96
66
1
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
72.69
0.99
24
0.99
24
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.22
0
73
0.95
77
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.66
0
74
0.96
77
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.5
0
58
0.97
60
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.42
0.9
88
0.95
92
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
104.66
1.88
59
1.11
52
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.41
1.16
116
1.17
100
1