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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
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.68
0.47
6
0.91
6
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
0.18
73
0.87
85
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.19
1.78
96
0.87
111
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.76
1.24
72
0.86
83
1
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
193.87
0.42
9
0.83
13
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.43
2.17
86
1.05
82
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.14
0.53
72
1.22
59
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.28
0.51
7
0.93
7
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.67
1.8
122
1.05
115
1
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.74
0
61
1.07
58
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56.87
0.69
25
0.87
29
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.12
2.05
78
0.96
82
1
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.35
1.47
82
0.83
99
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.42
2.11
62
1.04
61
1
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.52
1.63
111
0.91
122
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
451.65
0.47
17
1.29
13
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40.18
1.87
49
0.8
61
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.08
2.39
92
0
0
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.2
1.03
69
1.1
63
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.33
1.83
79
0.94
84
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.08
1.15
81
0.99
82
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.52
1.7
78
0.96
82
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60.78
0.53
20
0.9
23
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.03
0.88
60
0.96
63
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.93
1.55
123
0
0
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
114.77
0.31
10
1.09
9
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.17
1.36
56
0.96
59
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.35
2.57
89
1.03
86
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.41
1.49
45
0.94
48
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.25
0.18
13
0.15
1
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.82
1.08
23
0.99
23
1
75
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
18.4
0.05
53
1.02
53
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.54
2.44
95
1.31
73
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.75
0.59
59
1.02
58
1
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
144.94
0.95
34
1.03
34
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.31
1.78
80
1.07
74
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.29
2
90
0.91
99
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.5
0.35
3
1
3
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.89
1.9
87
1.03
85
1
17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.54
0
90
0.94
95
1
69
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
12.41
0.32
67
0.75
89
1
61
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
31.74
0.9
32
0.65
50
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58.7
1.8
21
1.17
17
1
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.79
0.27
7
1.15
6
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.25
0
119
1.06
112
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.75
2.11
98
1.15
85
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.57
1.92
75
0.93
81
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.78
2.12
89
0.75
118
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
51.9
0.38
9
1.4
6
1
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.78
1.9
62
0.92
68
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.86
1.65
90
0.96
94
1
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.7
0.25
53
0.97
56
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.52
2.25
81
1.02
79
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.53
1.45
123
1.06
117
1
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.22
1.59
92
0.99
92
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.34
1.78
89
0.74
121
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.57
2.1
79
0.98
81
1
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.52
2.01
110
1.11
99
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.46
0.08
107
1.13
94
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
50.29
0.95
30
0.93
33
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.8
0
97
0.87
112
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.99
0.74
86
1.08
80
1
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.82
1.3
91
0.98
91
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.47
2.02
89
0.95
94
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.58
1.19
45
0.97
47
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.61
1.37
110
0.89
123
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.35
2.44
109
1.18
93
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.72
1.04
120
1
121
1
85
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0.34
124
0.99
124
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.47
2.22
89
0.75
119
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.05
1.46
87
1.06
82
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
436.89
0.47
18
1.23
14
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.62
0
86
0.91
94
1
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
424.26
0.07
9
1.01
9
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.38
0.83
120
1.16
104
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.78
0.17
18
1.07
16
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
1.29
68
0.88
77
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
189.78
0.77
5
1.03
5
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.99
1.9
63
1.08
57
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.57
1.98
75
0
0
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.6
1.79
87
0
0
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.08
0
87
0.85
103
1
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
404.31
0.23
4
1.01
4
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.09
1.67
109
0.92
120
1
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.52
0.3
6
0.41
2
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.2
1.85
87
0
0
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.36
0
79
0.96
83
1
85
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.83
1.47
120
0.88
137
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
78.22
1.76
116
1.27
91
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.73
2.12
74
0
0
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.33
0.03
58
1.12
52
1
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9
2.11
139
1.45
96
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.42
0
97
0.85
115
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.46
0.78
87
1.01
86
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.42
2.16
108
1.05
103
1
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.49
2.14
87
1.01
86
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.57
1.93
141
1.26
112
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.12
1.41
106
0.92
115
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
207.41
0.3
7
1.15
6
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.94
1.45
67
1.01
66
1