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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
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.95
1.43
41
1.16
35
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
196.14
0.57
7
1.12
7
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.76
1.52
106
0.93
114
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.55
0
117
1.05
112
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.58
2.46
92
0.99
92
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17
1.48
106
1.15
91
1
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.08
2.4
77
0.95
81
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.57
0.26
13
0.56
7
1
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
62.78
0.64
25
0.93
26
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.52
1.21
67
0.92
74
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60.28
0.67
16
1.04
16
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.58
1.48
72
1.1
66
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.33
2.07
66
1.06
62
1
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
0.98
82
0.88
94
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.59
1.72
82
0.84
97
1
70
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
20.36
0.25
42
0.97
43
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.84
1.61
84
1.04
82
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.33
2.49
68
1.03
66
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.24
1.85
95
0.98
97
1
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
411.28
0.28
4
1.02
4
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.31
2.58
79
0.91
87
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.95
0.46
90
1.01
89
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.02
0.7
64
0.97
66
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
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.81
1.67
117
1.05
112
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65
0
49
0.98
50
1
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.71
0.99
50
1.05
48
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.73
1.8
109
1.06
102
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.9
0.58
112
0.85
133
1
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.01
0.28
73
0.84
88
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
151.71
1.39
42
1.06
39
1
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
100.52
1.92
62
1.12
55
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
71.2
0.5
4
1.25
3
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.52
1.55
72
0.82
88
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.58
1.88
104
1.1
94
1
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
146.6
0
41
1.21
33
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.18
0.78
75
0.9
83
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.85
0.26
55
1.09
50
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.04
1.25
63
1.1
57
1
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.37
0.84
107
0.87
124
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.95
1.55
80
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.27
1.36
141
1.17
122
1
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.73
1.67
69
0
0
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.57
1.66
64
0.89
72
1
69
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
23.17
0.19
35
0.79
44
1
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
100.48
1.92
63
1.14
55
1
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
527.28
1.9
11
1.13
9
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.25
1.67
124
1.02
121
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.47
0.15
117
1.04
113
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.52
1.43
111
1.2
93
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.83
0.37
117
1.04
113
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.55
1.83
59
0.89
66
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.74
0.68
118
1.03
114
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
96.73
1.91
58
1.15
50
1
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.67
0.15
87
0.87
100
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.15
1.66
85
0.9
95
1
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
68.42
1.6
83
1.12
75
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.5
1.66
78
0.95
83
1
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.39
2.18
87
1.01
86
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.13
2.08
91
0.95
95
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.6
1.38
66
0.65
101
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.98
0
123
1.11
111
1
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
150.49
0.77
34
0.96
36
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
222.46
0.53
4
1.17
4
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.73
0.49
122
0.97
127
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.75
0.47
104
0.99
106
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
69.67
0
49
1.01
49
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.83
2.06
98
1.14
86
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.21
1.66
86
0.97
89
1
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.56
1.96
109
0.97
114
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.85
1.62
88
0.98
90
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.56
1.8
87
0
0
1
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.58
1.46
100
0.88
113
1
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.84
2.01
102
1.04
97
1
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52.62
0
80
0.94
85
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80.55
0.44
42
0.81
53
1
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103.43
0.55
4
0.97
4
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.82
0.68
88
0.89
98
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
114.33
0.78
4
1.06
4
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.82
0.16
11
1.29
9
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.6
0.99
71
1.06
67
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.84
1.72
69
0.9
77
1
23
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
155.85
1.13
25
1.08
24
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.56
1.97
90
0.98
92
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.23
0.62
10
0.94
10
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.12
1.4
126
1.11
114
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
156.85
0.33
11
0.3
5
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.42
1.8
88
0
0
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.06
0.59
14
1.46
10
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.72
1.33
52
0.8
65
1
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.51
2.07
117
1.03
113
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.42
0.24
5
1.02
5
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.38
2.08
75
1.03
73
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.49
1.89
89
0.94
94
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.03
1.83
93
0.85
109
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
85.77
0.52
25
0.9
29
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.86
0.79
75
1
75
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.39
1.24
90
0.99
91
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.17
1.35
134
1.12
120
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.54
1.12
103
0.7
148
1