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age
float64
sex
float64
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
float64
T4U
float64
FTI
float64
target
int64
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
0
89
0.74
121
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.62
0
119
0.98
121
0
66
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
20
0
42
0.98
43
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.7
66
0.79
84
0
65
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
8.2
1.6
96
0
0
1
30
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.4
1.3
117
1.16
101
0
66
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.065
1.9
158
1.07
148
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.1
0
0
123
0
38
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
129
1.18
110
0
38
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.8
99
0
0
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.76
2.1
82
0.86
95
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
60
0.82
72
0
62
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.6
0
117
1.07
109
0
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
2.7
111
0.88
127
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.9
86
0.71
120
0
50
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.3
1.9
0
1.18
105
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.8
169
0.84
201
2
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.5
77
0
0
0
23
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.9
0
167
1.11
150
0
23
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1.4
2.8
87
1.14
87
0
72
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
102
0.96
102
0
66
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3.2
0
94
0.78
99
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
2.3
87
0.94
93
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.37
2.2
97
1
97
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
0
93
0.64
146
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
77
0.99
78
0
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.035
2
109
0.93
117
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
0.4
10
1.11
8.7
1
23
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.69
0
204
1.34
152
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.6
113
1.13
100
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.77
1.7
91
0.96
95
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.6
86
0.94
92
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.3
3
136
1
135
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
2.4
107
0.98
110
0
68
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.1
0
100
1.04
96
0
34
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.2
0
105
1.07
99
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
101
1.06
96
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
0
105
0.93
113
0
54
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
88
0.87
100
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
0
85
0.76
111
0
90
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
87
0.84
103
0
86
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
139
1.24
112
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
0
106
0.94
113
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
0
140
1.06
132
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
0
115
0.87
131
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
2
104
0.91
113
0
87
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.4
111
1.26
88
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
143
0.91
156
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.5
123
0
0
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8
1.5
72
0
0
1
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.88
1.7
84
0.77
109
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
101
0.92
110
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
129
1.08
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0
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
65
0.64
103
0
60
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.65
0
114
0.95
120
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.1
115
1.04
111
0
57
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
4.8
2.1
85
0.97
87
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.055
0
187
0.72
262
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
102
0.9
114
0
77
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
6.2
1.6
109
0
0
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
72
0.75
96
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
0
116
0.99
117
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.9
108
0
0
0
51
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.73
0
110
0.85
129
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.53
1.4
131
0.98
133
0
27
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
1.4
60
1.25
48
0
38
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.045
1.6
149
0.97
154
0
74
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1.5
131
1.12
117
0
40
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.7
129
0.87
148
0
61
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.8
83
0.71
117
0
56
1
1
0
1
0
0
0
0
0
1
0
0
0
0
0
6
0
110
1.03
107
0
33
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0.56
2.4
97
0
0
0
33
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
6.2
0
51
0.66
78
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.81
0
102
0.84
122
0
51
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.2
0
85
0.96
89
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
105
0.87
121
0
61
1
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0.025
0
113
0.93
122
0
72
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1.6
2.1
114
1.14
100
0
67
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
6.9
0
82
0.91
90
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
104
0.93
112
0
73
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.5
102
0.87
117
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
132
1.12
118
0
47
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
114
1.11
102
0
30
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
87
0.99
87
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
0
103
0.99
104
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2
99
1.03
95
0
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.5
123
1.1
111
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.63
0
104
1.13
92
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.78
0
110
0.96
115
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
106
0.92
116
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.7
0
63
0.81
79
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
1.7
76
0.78
98
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.76
1.9
99
1.19
83
0
71
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2.8
0
106
0.88
120
0
77
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.42
1.3
67
1.08
62
0
65
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025
0
121
0.94
129
0
36
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0.71
1.7
93
0.88
106
0
13
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.7
96
0.68
142
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.5
93
0.97
95
0
22
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.8
0
95
0.98
97
0