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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
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
140.63
0.38
13
0.99
13
1
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.26
2.26
63
0.99
64
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.98
1.88
71
0.9
79
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.65
1.34
99
0
0
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.78
1.01
76
1.17
65
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
99.26
0.69
11
1.2
10
1
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
223.49
1.31
30
1.27
23
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.38
0
81
1
81
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.03
1.37
98
0.89
112
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.82
2.07
85
0.91
95
1
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.12
1.13
57
0.97
59
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
166.42
0.68
11
1.26
9
1
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.44
2.08
62
0.94
65
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.31
0.51
7
0.5
4
1
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.09
0.65
53
0.93
58
1
59
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30.18
1.06
40
0.81
49
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.16
1.55
91
0.95
95
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.65
2.35
141
1.26
112
1
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.92
1.28
111
1.09
101
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
67.94
0.62
29
1.02
28
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.1
1.42
83
1.02
81
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
102.45
1.13
27
0.18
1
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.79
1.93
102
0.91
112
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
115.17
0.11
16
1.03
16
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
96.99
1.78
28
1.09
26
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.72
1.95
133
1.29
103
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.59
1.4
68
1
67
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24.27
1.06
48
0.74
65
1
66
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
20.5
0.03
40
0.95
43
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.67
0
87
1.01
86
1
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.36
1.5
105
1.09
96
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.68
1.47
83
0.86
97
1
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9
1.63
134
0.93
144
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.93
1.49
105
0.86
121
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
81.25
0.53
9
0.91
10
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
184.73
1.2
58
1.17
49
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.28
0
79
1.01
78
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.87
0
88
0.85
104
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
61.96
0.7
17
1.08
16
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.91
1.73
36
1.09
33
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.1
1.8
59
0.96
61
1
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
41
0
114
1.11
102
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.86
2.19
77
0
0
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7
0.49
107
0.84
128
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.55
0.17
54
0.92
60
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.68
117
0.95
123
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.93
212
0.79
270
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.95
130
0.82
159
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0.68
162
0.95
172
2
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.24
3.12
160
0.9
176
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
3.24
198
1.15
172
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.26
136
1.01
134
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
1.25
204
0.81
253
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.03
176
0.91
193
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.32
161
0.85
189
2
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.02
191
1.09
176
2
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.44
245
1.02
241
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.46
231
1.07
215
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.49
225
1.02
220
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.99
273
1.01
271
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.4
201
1.01
199
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.12
252
1.01
250
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
4.57
144
1.56
76
2
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.06
137
0.84
163
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.1
236
1.35
176
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.7
143
0.85
168
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
4.41
134
0.92
146
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.04
215
0.86
249
2
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.61
191
0.91
210
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.26
174
0.98
177
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.39
119
0.94
127
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.97
130
0.83
157
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.39
161
0.78
207
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.53
4.8
166
0.28
605
2
28
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
3.95
401
1.05
384
2
27
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
3.18
166
0.95
173
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.05
217
0.94
231
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
4.03
140
1.6
89
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
4.01
201
0.79
256
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
5.18
172
1.02
170
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.94
186
1.11
168
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.91
189
0.88
215
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.98
182
1.01
180
2
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
4.85
229
0.76
303
2
67
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.13
2.84
238
0.81
293
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.98
273
1.01
270
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.49
183
0.98
187
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.23
195
0.9
215
2
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.07
156
0.96
162
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.57
166
0.74
225
2
53
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
1.83
207
0.82
251
2
65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
3.18
141
1.24
113
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.7
184
1.04
176
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.51
119
0.92
130
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.18
216
0.96
226
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.28
160
1.01
159
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.47
4.6
274
1.06
258
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.16
237
1.33
179
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.05
157
0.92
171
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.86
146
1.42
103
2