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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
23
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
17.15
430
0.69
630
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
7.07
263
1.02
258
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.64
181
0.81
223
2
86
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.37
163
0.82
198
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.19
276
0.89
309
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
5.04
192
0.88
218
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.51
191
1.05
183
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.82
291
0.91
320
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.6
239
0.81
294
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.93
228
1.05
216
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.32
200
1
199
2
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.75
185
1.04
176
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
175
0.99
177
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.19
196
1.05
187
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
5.03
365
0.91
406
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
3.53
244
0.92
265
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.83
8.17
218
0.82
266
2
42
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.16
3.82
250
1.24
201
2
30
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.02
175
0.87
201
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
5.5
191
0.89
216
2
27
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
3.18
166
0.95
173
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.57
126
1.18
108
2
24
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
6.03
365
0.97
373
2
35
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
4.09
153
0.86
177
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.37
0.51
305
0.86
354
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
2.95
208
0.84
246
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.71
191
0.98
195
2
29
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.19
5.06
269
1.05
254
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.45
193
0.92
209
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.97
159
0.79
201
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.97
227
1.04
218
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
5.03
166
1
167
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
4.08
190
1
190
2
20
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
1.08
168
0.96
174
2
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.3
4.06
202
0.8
253
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
1.01
421
1.05
405
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.66
8.29
226
0.87
261
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
176
1.08
163
2
60
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.17
4.22
138
1.59
87
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.94
232
1.08
215
2
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
4.35
128
1.52
74
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.51
151
0.93
164
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.94
336
0.74
454
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.11
324
0.78
417
2
25
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.4
211
0.82
255
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.34
201
1.01
200
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.1
152
1.13
55
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.89
190
0.84
227
2
58
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
3.6
215
0.64
335
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.54
152
0.94
163
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.3
190
0.97
197
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.68
117
0.95
123
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
147
0.83
177
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.72
192
0.88
217
2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.4
205
0.87
234
2
30
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
3.36
406
1.05
385
2
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.8
151
0.92
165
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.7
276
1.43
197
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.28
6.61
169
0.86
197
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.49
196
0.99
198
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.62
166
0.74
225
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.46
249
0.8
310
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.42
155
0.98
158
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.44
208
0.81
257
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.26
148
0.86
173
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.72
185
0.96
193
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
164
1.02
160
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
3.79
124
0.29
429
2
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.88
194
1.04
188
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.1
156
0.92
170
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.44
3.22
178
0.5
378
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.84
179
0.83
216
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.07
240
1.15
210
2
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.28
250
1.03
242
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.88
152
0.95
161
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0.05
141
0.87
163
2
48
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
4.77
157
0.75
210
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.65
169
0.84
200
2
62
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.19
4.24
233
0.73
322
2
35
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.42
121
0.79
154
2
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.06
156
0.97
161
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.93
189
0.88
215
2
28
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.89
147
1.44
103
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.47
170
0.87
196
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
2.19
211
0.81
261
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.03
224
1.01
221
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.31
182
1.03
176
2
65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
3.38
139
1.24
112
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.77
181
0.98
185
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.98
160
0.95
170
2
22
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
2.17
166
0.96
173
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
3.88
248
1.12
220
2
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
4.95
188
1.09
173
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.89
200
0.77
260
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0.25
142
0.87
163
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.47
143
0.85
168
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.64
240
0.94
255
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.29
255
0.91
281
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.27
123
1.07
115
2
58
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.56
126
1.12
113
2