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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
6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
7.21
259
0.96
270
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.55
184
0.97
189
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0.08
162
0.95
171
2
39
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
4.55
233
0.65
355
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
7.67
418
0.92
466
2
35
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4
177
1.14
156
2
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.09
196
1.12
175
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.58
159
0.88
181
2
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.52
226
1.29
177
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.53
144
0.85
170
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.38
191
0.98
194
2
35
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
20.21
4.25
267
1.23
217
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.82
155
0.92
170
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
4.22
240
1.01
237
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.42
259
1
258
2
46
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
4.51
156
0.76
204
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.98
151
0.97
156
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.83
148
0.81
71
2
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
149
0.87
171
2
18
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
1.81
195
0.78
250
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.74
137
1.09
126
2
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.09
188
1.02
185
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.37
137
1.04
132
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.97
208
1.06
197
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
167
0.98
170
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.07
186
0.95
196
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.2
250
1.03
242
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.92
188
0.84
225
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
4.28
125
0.85
148
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.21
221
1
221
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
3.82
200
0.76
264
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.77
234
1.1
214
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.92
131
0.96
137
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
0.99
253
0.9
279
2
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.71
152
0.91
167
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.39
4.46
266
1.18
225
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.57
226
1.03
219
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
4.37
181
0.47
396
2
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
3.59
247
0.94
262
2
71
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
4.15
230
0.77
298
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.05
192
1.02
188
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
187
0.73
259
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.85
3.83
267
0.56
514
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.13
191
1.02
187
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.49
5.72
216
0.85
253
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.54
213
0.91
235
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
4.13
238
1.11
215
2
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
4.09
118
0.95
124
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
157
1
157
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.57
205
0.86
237
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
161
0.91
177
2
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
9.55
227
0.66
347
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.61
298
1.73
172
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.82
157
0.77
204
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.49
195
0.91
214
2
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.67
116
0.93
124
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.79
144
0.84
171
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.81
200
0.76
263
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.98
197
1.05
188
2
56
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.38
138
1
85
2
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.98
214
0.93
229
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.35
248
1.01
245
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.41
230
1.06
216
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.11
195
0.89
218
2
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.72
220
0.81
272
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.23
195
1.07
183
2
54
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.16
1.4
387
0.94
419
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.26
182
1.07
170
2
50
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.45
130
1.02
128
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.29
209
1.08
193
2
19
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
5.94
258
1.04
246
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.49
170
0.97
176
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.36
10.34
221
0.63
353
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.6
118
0.95
123
2
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.59
28
0
0
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.29
6.6
169
0.86
197
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
4.24
198
0.81
245
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.34
150
0.88
171
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
1.01
150
0.88
171
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
3.95
71
1
70
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.69
136
1.05
130
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.44
185
1.04
176
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
4.73
242
1.02
237
2
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.86
268
0.97
277
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.47
228
1.05
218
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.53
124
1.06
118
2
18
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
0
170
0.97
175
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.03
122
0.8
154
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.68
116
0.94
123
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.01
180
1.04
174
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
2.79
148
0.92
162
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.04
151
0.91
166
2
65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
2.98
144
1.25
115
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.72
185
1.04
176
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.79
115
0.94
123
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.62
295
1.7
175
2
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.89
222
0.82
271
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
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
4.31
117
0.92
127
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
147
0.85
176
2