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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
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.68
195
1
195
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.94
176
0.92
192
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.64
161
0.91
178
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.4
130
0.99
131
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.94
8.9
218
0.83
263
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.18
3.75
125
0.29
436
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.45
191
0.74
262
2
54
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.18
7.11
211
0.88
240
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.88
5.6
277
0.78
356
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
5.37
264
1.01
262
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.3
238
1.28
186
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.43
254
0.9
283
2
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.07
209
0.61
339
2
21
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
5.13
209
0.85
246
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.49
127
0.96
134
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
5.01
388
0.89
447
2
47
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.03
3.31
132
1.01
131
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.19
0.41
255
0.9
282
2
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.06
164
0.81
202
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.4
161
0.79
203
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.9
180
2
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.06
239
0.93
255
2
29
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.07
167
0.96
175
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
5.06
239
0.72
331
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.48
168
1
169
2
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.94
251
0.82
309
2
20
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
0.94
169
0.96
174
2
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.19
153
0.84
184
2
58
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.54
131
1.34
99
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.59
183
0.96
190
2
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.5
120
0.78
153
2
33
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.15
261
0.73
358
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.34
119
0.95
126
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.71
178
1.01
177
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.53
132
0.82
162
2
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.26
156
0.7
225
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.22
191
0.88
218
2
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.33
158
0.91
175
2
63
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.73
131
1.23
107
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.72
214
0.92
233
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.73
188
0.97
194
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.88
389
0.89
446
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.65
5.47
274
0.77
354
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
1.67
170
0.87
194
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.92
197
0.91
216
2
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
2.58
182
1.17
156
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0.69
234
1.07
217
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.14
181
1.12
162
2
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.37
162
0.98
167
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.1
156
0.94
166
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.67
8.14
218
0.82
266
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.11
181
1.12
162
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.54
184
0.95
194
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.36
150
0.89
169
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
2.39
190
1.06
179
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.9
131
1.2
110
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.14
135
0.99
136
2
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.24
5.96
167
0.85
199
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
226
0.93
242
2
58
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.26
130
1.23
105
2
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.24
294
0.9
325
2
14
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.08
250
0.81
309
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
6.37
190
0.86
223
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.27
153
0.95
161
2
27
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
5.72
328
0.89
366
2
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.22
161
0.84
192
2
27
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.54
141
1.36
104
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
3.97
245
1.18
208
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.76
150
0.9
167
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.31
249
1.01
247
2
31
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
4.55
136
1.16
118
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
167
0.96
174
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.24
158
0.91
173
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.84
3.17
119
1.13
105
2
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.72
189
0.92
205
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.43
138
1.23
112
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
7.7
209
0.88
236
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.85
249
0.86
289
2
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.53
142
0.68
207
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.82
155
0.96
162
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.28
4.18
202
0.8
252
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.01
128
0.84
154
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.66
7.72
218
0.82
267
2
11
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
0
189
1.22
157
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.56
3.64
89
1.05
83
2
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.72
189
0.92
205
2
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
187
0.73
259
2
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
138
0.69
200
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.26
238
1.22
196
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
3.92
246
1.12
219
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.03
4.31
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0.28
562
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
16.58
423
0.71
604
2
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.12
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1.08
176
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.38
214
1.1
194
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.34
209
1.09
193
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
174
1.03
168
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.6
159
0.93
173
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.98
130
0.83
156
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
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190
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62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
4.02
123
0.95
131
2