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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
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80.37
0.43
19
1.08
18
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.13
0.36
53
0.9
60
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.55
1.89
80
1.08
74
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106.98
0.33
7
1.08
6
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.57
0.27
6
0.96
6
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.49
0.15
109
0.91
121
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.85
1.03
95
0.88
108
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.54
1.5
99
0.87
114
1
73
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
21.76
1.84
89
1.11
80
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.58
0
112
0.91
124
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.47
1.72
89
0.91
98
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.35
0.86
78
1.01
77
1
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
9.33
1.09
67
0.75
89
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.13
1.93
98
0.88
111
1
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54.17
1.89
49
1.09
45
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
97.97
0.4
5
0.81
6
1
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60.68
0.09
7
0.67
1
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.25
0.23
2
0.58
1
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.67
2.13
79
1.06
74
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.76
1.2
50
0.9
55
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.73
0
89
0.95
94
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.84
0.54
93
1.04
89
1
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.29
0.68
89
0.95
92
1
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.18
1.68
115
1.03
110
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.81
2.01
94
0.99
95
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.76
1.05
124
1.08
115
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
66.39
0
49
1.04
48
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89.72
0.34
8
0.99
7
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.82
0.12
76
1.05
73
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
150.16
1.57
35
1.07
33
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.7
0
75
0.97
77
1
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.51
0.06
37
0.91
41
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.6
0
73
0.94
77
1
66
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
48
0.41
11
1.35
8
1
85
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.87
0
120
0.97
123
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.71
1.03
59
1.11
53
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.37
0.71
82
0.83
99
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.64
0.62
13
1.11
11
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
49.88
2.14
48
1.08
44
1
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.7
0.33
3
0.99
3
1
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.94
1.5
93
0.94
100
1
89
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.23
0.28
83
0.9
92
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.62
0
85
0.89
95
1
17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
1.15
108
1.13
95
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.1
1.36
82
0.86
96
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.82
0.41
123
0.96
129
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.72
0
69
0.96
72
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.46
0
75
0.96
78
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.07
0.55
79
0.79
101
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.66
0.58
92
0.95
97
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.32
1.31
38
1.03
37
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.34
0.81
52
0.86
60
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.26
1.87
89
0.95
93
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.1
1.37
122
1.01
121
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55.55
1
40
0.89
46
1
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
397.27
0.3
12
1.18
10
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.84
1.57
81
1.01
80
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.12
1.62
81
1.01
81
1
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.26
1.07
58
0.88
67
1
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.77
1.44
121
0.89
137
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.65
2.41
58
0.93
63
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.34
0.37
9
1.29
7
1
74
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
19.67
0.07
52
0.97
54
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.43
0.3
6
1.13
6
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.71
1.54
66
0.97
69
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.81
0.25
71
0.97
74
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.89
2.15
58
0.99
58
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.22
0.03
73
0.88
84
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.23
2.02
139
1.14
122
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.89
1.78
72
0.86
83
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.78
1.95
116
1.03
112
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
410.07
0.14
6
1
6
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.89
0.23
5
0.92
5
1
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.56
0.9
61
1.15
53
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.39
1.57
96
0.9
108
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.32
2.15
75
1
75
1
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.2
0.9
69
0.95
73
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
185.09
0.1
6
0.63
3
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.33
2.11
71
0
0
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.25
1.68
87
1.1
79
1
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.47
1.52
89
0.97
92
1
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
119.79
0.33
14
1.11
13
1
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
113.42
0.73
3
1.06
3
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.77
2.19
81
1.04
77
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.25
1.69
80
0.86
92
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.7
0.67
115
1.14
102
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
156.04
0.34
12
0.38
6
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
109.29
0.35
14
0.99
14
1
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22
0
88
1.1
80
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.43
1.09
72
0.86
84
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.9
1.34
141
1.07
131
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
231.35
1.21
31
1.25
24
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.26
0.5
7
0.92
7
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.04
0.52
52
0.93
57
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.14
0.3
9
1.07
9
1
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.42
0.23
108
1.14
94
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.15
1.99
93
0.98
96
1
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.8
0.63
136
0.99
137
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.54
0.88
71
1.06
67
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
142.71
0.22
14
0.95
15
1