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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
19
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.23
196
0.79
249
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.99
5.49
205
0.78
264
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.52
202
1.02
199
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.02
175
0.89
197
2
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.27
7.76
211
0.87
241
2
25
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.95
210
0.82
253
2
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.03
156
0.92
171
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.41
34
0
0
2
37
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
5.03
183
1.05
174
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.21
215
0.88
244
2
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
0.42
191
1.22
157
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.24
249
0.85
293
2
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.27
162
0.98
167
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.02
127
0.83
153
2
26
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
3.38
162
0.94
172
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
170
1.03
165
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.85
139
1.1
127
2
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.31
200
0.98
205
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.97
153
0.89
172
2
41
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.1
128
0.83
154
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.71
243
0.97
251
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.58
233
1.09
215
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
0
379
1
378
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.03
157
0.99
159
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.41
3.79
81
1.03
77
2
46
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
4.5
156
0.76
205
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.64
241
1.01
239
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.6
300
1.74
172
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.63
115
0.94
123
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.51
131
0.99
133
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.55
218
0.97
225
2
38
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.28
124
0.81
154
2
54
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4.39
194
0.82
236
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.63
335
0.74
452
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.69
171
1.1
156
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.23
179
1.15
156
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.02
189
0.97
195
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.16
169
0.84
200
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.15
190
1.09
174
2
30
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
4.77
176
0.88
202
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.54
183
0.96
190
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
149
0.95
157
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
152
0.87
176
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.15
213
0.86
246
2
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0.32
153
0.67
227
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.17
181
0.97
187
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
5.48
217
0.9
241
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.79
192
1.04
185
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.77
165
0.83
198
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.08
250
0.79
314
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.61
195
1.05
186
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.8
5.24
205
0.78
264
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.73
144
1.32
109
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.15
135
1
136
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.98
250
1.12
222
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
17
422
0.68
625
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.87
182
1.03
175
2
21
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
2.28
161
0.94
170
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.32
1.98
297
0.84
354
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.88
204
0.84
241
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.18
221
0.79
280
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
4.52
215
0.94
228
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.9
197
0.91
216
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.17
182
0.74
247
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
3.28
263
1
264
2
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.41
150
0.88
171
2
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.16
3.81
222
0.66
335
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.36
214
0.9
240
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.49
163
0.85
192
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.53
96
1
96
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.1
249
0.83
301
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
5.42
174
0.9
193
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
5.17
234
0.69
338
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.14
242
0.95
253
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.28
8.68
211
0.88
239
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.18
164
0.97
170
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.98
143
0.85
167
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.06
1.14
301
0.85
354
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.33
48
0.58
39
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.4
5.58
276
0.78
356
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.45
205
0.87
235
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.86
234
1.15
205
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.94
197
0.91
216
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.85
214
0.93
231
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
3.79
86
1.07
78
2
58
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.55
131
1.34
99
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.87
98
1
98
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
192
0.74
260
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.43
158
0.88
182
2
23
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
6.09
372
0.99
375
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.17
204
0.79
259
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.41
241
0.91
265
2
21
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.1
200
0.82
245
2
40
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
3.36
155
0.92
169
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
161
0.9
180
2
31
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.87
181
0.9
204
2
4
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.34
258
0.96
269
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.95
154
0.87
177
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.14
193
0.83
231
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.78
190
1.01
188
2