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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
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.58
157
0.94
167
2
32
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.41
162
0.92
176
2
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.37
188
1.06
178
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.17
284
0.8
355
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
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.68
219
0.97
224
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
4.4
270
1.04
259
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.91
164
0.97
169
2
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.78
251
0.99
254
2
25
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.09
211
0.82
256
2
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.45
250
0.8
313
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8
4.08
128
0.28
464
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.4
260
0.95
273
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.82
154
0.97
159
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.97
201
0.78
257
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.1
140
1.55
92
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0.61
181
0.72
253
2
50
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
5.09
159
0.79
202
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.69
87
1.02
86
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.22
192
0.99
194
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.97
204
0.84
241
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.72
132
0.97
137
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.19
175
0.75
233
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.41
264
0.78
336
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.95
3.24
112
1.03
97
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.39
112
0.98
115
2
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.63
265
0.95
280
2
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
7.48
244
0.97
252
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.95
195
0.75
261
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
162
0.93
174
2
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.37
139
0.97
143
2
16
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.85
191
0.75
254
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.2
240
0.93
257
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.88
189
1.01
187
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.45
232
1.08
215
2
63
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
4.28
358
0.83
435
2
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.07
132
1.23
107
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.96
158
0.77
203
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
3.55
269
1.02
264
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.38
159
0.79
202
2
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
4.37
117
0.92
127
2
19
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
0.23
170
0.97
175
2
14
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
155
0.93
165
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.34
206
0.88
232
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
1.99
243
0.84
290
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0.43
227
0.94
242
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.39
179
1.15
156
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
1.53
154
0.96
160
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.95
191
1
190
2
58
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
3.61
215
0.64
335
2
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.85
151
0.92
166
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.97
4.29
126
0.28
457
2
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.67
156
0.86
183
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
144
0.79
183
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.32
183
0.94
194
2
24
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.6
206
0.83
247
2
61
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
5.45
210
0.88
238
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.61
191
0.87
219
2
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
2.68
328
0.76
434
2
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.6
258
0.98
263
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.33
145
0.87
167
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
5.3
278
0.78
356
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.84
253
1.04
243
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.4
130
1.01
130
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.85
253
1.04
243
2
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.4
155
0.77
201
2
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.38
235
0.92
255
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.01
158
0.86
42
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
3.84
194
0.91
213
2
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
150
0.94
159
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
148
0.75
198
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
6.45
169
0.86
196
2
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.55
153
0.9
171
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.35
124
0.95
130
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.43
160
1.01
158
2
36
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.13
9.82
430
0.99
453
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.6
121
0.97
125
2
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.04
117
0.91
129
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.07
143
0.84
169
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.77
267
1.47
183
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.14
197
1.06
185
2
36
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
5.35
371
0.94
398
2
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.02
157
0.99
158
2
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
7.54
230
0.67
343
2
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
3.35
163
0.81
201
2
50
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.1
159
0.74
216
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.48
125
0.93
134
2
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.44
165
0.83
199
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.36
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0.96
124
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
2.48
182
1.17
156
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.05
187
0.93
201
2
67
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
3.46
337
0.76
443
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.35
239
0.67
358
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.09
194
1.08
180
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
155
0.88
177
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
12.19
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0.78
510
2
60
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.15
134
1.24
109
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.09
159
0.99
160
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
177
1.13
158
2
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
3.31
163
0.81
202
2