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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
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
1.9
91
0.95
96
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.2
102
0.9
113
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.7
123
1.29
95
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.5
111
1.3
85
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.8
72
1.04
69
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
58
1.13
51
0
40
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
85
1.12
76
0
57
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0.13
2.4
116
0.89
130
0
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.96
2.7
112
1.03
109
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.7
2.2
108
1.15
94
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
1.9
96
0.93
103
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.4
97
0.82
118
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.6
80
0.99
81
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.2
95
0.84
113
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.3
100
0.82
122
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
84
1.04
81
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.88
2.2
148
1.22
121
0
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
3
114
1
114
0
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.5
139
0.97
143
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.9
83
1.01
82
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
1.8
99
0.8
124
0
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
101
0.9
112
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.66
2.4
87
0.82
106
0
47
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.1
2.4
106
1.12
95
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
1.4
104
0.83
125
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.8
60
0.95
63
0
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.7
128
0.93
138
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.9
1.2
109
0.93
117
1
73
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1.3
1.7
59
0.87
68
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.2
127
0.89
143
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10
1.5
100
0.87
115
1
70
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.37
0.6
115
0.73
158
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.31
0.3
80
0.72
111
0
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.7
2.8
135
1.2
113
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
0.3
5
1.11
4.5
1
84
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
4.2
151
0.88
172
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.1
103
1.04
100
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2.5
82
0.92
89
0
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.9
100
0.98
102
0
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
2.2
101
1.06
95
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
1.7
92
0.99
93
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
3.5
146
1.1
133
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
2.3
140
1.1
127
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.9
131
0.95
138
0
54
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
14
2
62
0.9
69
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.7
129
1.1
117
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.9
115
0.86
134
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.92
0
101
0.91
111
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
98
0.89
110
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.5
3.1
109
1.09
100
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
13.299999
410
0.79
519
2
62
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.1
110
1.14
96
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
3
125
1.24
101
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
0
109
0.8
136
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
96
1.03
93
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
83
0.8
104
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.38
0
110
1.01
109
0
66
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0.89
1.7
125
0.98
128
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
2
144
1.16
124
0
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.3
1.6
79
0.66
120
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.6
3
138
1.24
111
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.2
2.5
117
1.04
113
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.57
0
88
0.94
94
0
38
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
3.1
0
134
1.07
125
0
72
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.8
1.7
114
1.03
111
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
115
0.98
117
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.4
0.8
80
1.35
59
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.62
2
95
0.83
115
0
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80
0.94
85
0
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18
1.9
97
0.93
104
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
1.7
92
1.03
90
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.5
125
1.06
118
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74
0.95
78
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44
1.6
28
0.97
29
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.2
100
0.87
115
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.37
2.6
108
1.07
101
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.4
191
0.97
197
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.81
2.1
117
0.96
122
0
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
3.3
84
0
0
0
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.3
3
93
0.95
98
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.9
2
68
0.88
77
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.3
139
0.98
142
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
132
1.13
117
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.68
0
76
1
76
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27
1.2
139
1.09
128
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
1.3
128
1.06
121
0
36
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4
178
1.14
156
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
87
0.95
92
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
1.3
72
0.75
96
0
34
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.04
2.8
155
1
155
0
24
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.11
3.8
96
0.81
119
0
24
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.9
0
90
1.02
88
0
69
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.11
0
141
0.9
157
0
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
178
1.13
158
2
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.94
1.1
133
0.83
160
0
58
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
59
1.9
38
1.13
34
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.93
0
84
0.61
139
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.7
0
50
0.66
76
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
143
1.11
129
0
44
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.2
0
72
0.84
86
0