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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
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.49
124
0.93
134
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
4.42
233
0.79
297
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.6
231
1.2
193
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.19
1.7
430
1.09
395
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.02
160
1.02
158
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.61
141
1.23
114
2
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.19
156
0.87
181
2
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.59
189
1.07
176
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
1.74
161
0.71
226
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.83
157
0.92
171
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.32
326
0.78
423
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
3.54
264
0.98
270
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
149
0.88
171
2
37
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.3
123
0.8
154
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
163
1.02
160
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.91
154
0.97
160
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.09
186
0.95
196
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.7
242
0.83
292
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.84
131
1.2
109
2
19
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
1.62
159
0.94
168
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.32
4.78
160
0.28
584
2
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
5.09
252
0.96
262
2
35
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.4
121
0.78
155
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.9
122
0.98
126
2
67
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
4.27
231
0.75
311
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.5
177
0.89
199
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.2
395
0.92
438
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.93
192
1.09
176
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.05
152
0.91
166
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.42
119
1.03
117
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.86
156
0.91
171
2
19
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
196
0.76
257
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.73
335
0.74
453
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.43
119
0.96
124
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.21
160
1.01
158
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.2
5.41
271
1.05
258
2
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.42
161
0.79
203
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.74
249
0.89
280
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.36
125
0.95
132
2
38
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.26
119
0.79
150
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.56
205
0.86
237
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.75
183
0.83
222
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.11
153
0.96
161
2
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
6.89
231
0.68
342
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.31
277
0.91
306
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.37
191
1.02
188
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
3.88
240
1.01
238
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.21
193
0.99
194
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
187
0.72
260
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.54
3.66
88
1.05
83
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
1.84
262
0.96
273
2
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.27
7.65
211
0.87
241
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.13
205
0.87
236
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.6
4.74
141
0.28
513
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.2
191
0.99
193
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
2.9
190
1.06
178
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.86
185
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.75
243
0.95
255
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.58
173
0.87
199
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.82
181
0.96
187
2
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.72
151
0.93
163
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.11
219
0.91
241
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.76
159
0.88
181
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.29
192
0.89
216
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
6.58
189
0.86
222
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.48
142
0.66
214
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47
195
0.94
207
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
16.4
423
0.71
600
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.84
193
1
193
2
61
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.85
143
0.94
82
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
4.36
216
0.8
269
2
30
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.03
168
0.96
175
2
22
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
3.63
216
0.84
256
2
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
7.7
223
0.87
255
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
3.96
245
1.12
218
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.96
131
0.96
136
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.04
284
0.91
313
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
3.94
260
0.99
262
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.57
142
1.16
122
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.04
131
0.96
137
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.3
209
1.09
193
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.99
157
0.92
171
2
30
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.02
168
0.96
175
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.4
162
0.95
172
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
1.35
158
1
158
2
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.22
4.32
270
1.21
222
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0.94
174
0.9
194
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.72
199
1.03
193
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
173
0.98
176
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.26
5.26
242
1.01
238
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.88
145
0.84
172
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
8.56
359
0.74
483
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.83
163
0.96
170
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.62
296
1.71
173
2
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
10.34
377
0.76
497
2
32
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
5.58
375
0.96
392
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.38
238
1.22
195
2
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.44
191
1.03
186
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.66
150
0.96
156
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.22
155
0.87
179
2