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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
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.96
129
0.93
139
2
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
5.03
265
1.01
262
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.62
192
0.93
208
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.34
249
0.82
303
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.69
112
0.95
118
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.13
257
0.95
271
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
147
0.85
173
2
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.07
152
0.89
171
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
0.03
205
0.81
253
2
40
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.19
119
0.8
150
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.9
200
0.77
260
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.6
3.38
153
0.38
436
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.89
215
0.8
268
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0.77
234
1.1
214
2
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.19
4.23
279
1.33
211
2
39
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
5.14
367
0.92
403
2
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.29
181
1.02
177
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
5.65
235
1.06
222
2
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.25
4.2
235
0.7
336
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.82
141
1.13
125
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.81
144
1.39
104
2
23
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
2.69
165
0.95
172
2
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.4
157
0.78
201
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.5
119
0.78
153
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.02
158
0.94
168
2
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.21
114
0.91
125
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
169
1.08
158
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.45
119
0.93
128
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
4.47
128
0.85
150
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.35
231
0.78
298
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
167
1.02
162
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.59
210
1.11
189
2
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.55
182
0.98
185
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
4.81
371
0.88
428
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4
129
0.93
139
2
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.94
191
1.09
175
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0.72
162
0.95
172
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.57
183
1.02
178
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
157
0.87
181
2
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.26
163
0.94
172
2
32
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.28
171
1.01
170
2
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.8
81
0.85
76
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.42
264
1.01
262
2
65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
2.36
241
0.83
291
2
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
148
0.86
173
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
1.27
225
1.03
218
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.16
115
0.92
125
2
23
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.1
205
0.84
245
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.53
137
0.65
212
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.41
252
0.79
319
2
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.56
3.28
169
0.45
399
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.64
189
1.07
177
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
7.11
197
0
0
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.65
205
0.87
236
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
4.23
141
1.64
86
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.94
143
0.85
169
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
159
0.89
180
2
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.75
208
1.05
197
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
0.33
259
0.9
286
2
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.49
5.33
255
0.77
333
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.75
211
0.9
234
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.3
119
0.96
125
2
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.28
4.12
201
0.8
252
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
7.86
399
0.94
433
2
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.48
155
0.87
178
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
3.93
72
1
71
2
15
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
0
161
0.95
169
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
7.13
249
0.8
311
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.24
3.03
128
1.21
106
2
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.06
128
1.19
109
2
23
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
1.2
170
0.97
176
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
8.28
371
0.77
484
2
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.03
184
0.91
205
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.81
116
0.96
121
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.12
190
1.09
174
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.9
188
0.99
190
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
2.53
147
0.9
163
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
195
0.75
260
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
7.56
235
0.91
259
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.45
165
0.98
169
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.33
36
0
0
2
40
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.15
119
0.8
149
2
40
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
3.41
155
0.91
169
2
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.89
241
1.25
193
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.14
116
0.92
127
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.06
157
0.9
176
2
30
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
7.33
259
1.02
255
2
65
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.07
2.91
144
1.24
116
2
59
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.78
124
1.03
121
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.06
148
0.95
156
2
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.49
150
0.88
171
2
70
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.63
193
0.9
214
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.28
249
1.01
247
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.42
134
1.23
108
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.42
115
0.93
123
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
2.67
161
0.93
173
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.52
191
0.98
195
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
6.08
191
0.96
199
2
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.68
152
0.91
167
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.06
190
1.09
174
2