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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
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.25
161
0.73
221
2
18
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
194
0.76
257
2
17
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
6.3
255
1.04
244
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.45
227
1.04
218
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.79
169
1
170
2
23
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
6.81
257
1.03
250
2
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.72
269
0.97
278
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.35
124
0.96
129
2
71
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
4.22
227
0.76
301
2
46
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
4.31
189
1.07
175
2
30
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.79
169
0.96
176
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.45
241
0.94
256
2
50
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
2.58
252
0.9
281
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.07
156
0.96
163
2
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.13
146
0.86
171
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
4.42
133
1.01
132
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
3.48
128
0.83
154
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
7.35
213
0.87
244
2
21
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
5.09
209
0.85
246
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.13
135
1
136
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.56
158
0.97
164
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.71
151
0.91
167
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.08
214
0.86
248
2
33
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.06
250
0.69
360
2
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.14
191
1.08
176
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.93
183
0.8
229
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.24
238
1.3
183
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
4.82
259
0.74
347
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.59
169
1.09
156
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
2.17
242
1.1
219
2
33
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.41
172
1.03
167
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
10.17
420
0.95
454
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.25
216
0.79
272
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
160
0.9
179
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.54
132
1
133
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
1.81
204
0.81
253
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.72
136
1.06
129
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.86
186
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.98
192
0.82
233
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.71
126
0.95
133
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.08
4.77
154
0.28
560
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
4.67
235
0.7
337
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.15
204
0.84
241
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.18
145
0.84
172
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
150
0.86
175
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.78
242
0.94
258
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
3.38
259
0.99
262
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.46
201
1.01
198
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
143
0.77
188
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
1.12
170
0.88
194
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
4
271
1.04
262
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.99
248
0.85
294
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.71
226
1.03
219
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.71
237
0.99
239
2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
4.88
187
1.17
159
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.09
280
0.9
312
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
8.44
367
0.78
473
2
36
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
4.46
430
0.99
456
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.05
147
0.95
156
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.59
239
0.81
294
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.57
133
0.98
136
2
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4
151
0.9
168
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.56
4.79
158
0.4
420
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.98
207
0.85
242
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.52
173
0.89
195
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.74
184
0.89
209
2
69
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
4.06
223
0.73
305
2
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.81
188
1.07
176
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.01
177
1.03
171
2
59
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.47
130
1.23
105
2
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.58
154
0.87
177
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
3.59
269
1.02
264
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.33
117
0.95
123
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.59
237
0.78
305
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.41
236
1.18
201
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
4.79
159
0.4
419
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
26.34
4.4
273
1.22
222
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
4.59
274
1.06
259
2
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.34
3.64
140
0.36
406
2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.12
196
0.85
230
2
53
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4.37
193
0.81
236
2
37
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
6.93
258
1.01
255
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.68
139
1.23
113
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.76
161
0.95
170
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0.66
139
0.85
163
2
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
6.37
232
0.68
341
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.74
195
1.05
186
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.59
137
1.28
107
2
36
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
1.35
420
1.07
391
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
4.43
187
1.18
159
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
226
0.93
242
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.13
114
0.92
125
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.15
250
1.05
239
2
31
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.27
3.2
121
1.09
111
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.7
210
0.78
269
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.83
158
0.91
174
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
8.24
245
0.99
248
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.07
147
0.9
163
2
35
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
7.35
257
0.98
263
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.48
198
1.05
189
2