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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
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.56
149
0.96
156
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.84
163
0.96
170
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
161
0.92
177
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.25
300
0.85
354
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.28
146
0.94
156
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.42
175
0.94
187
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
144
0.86
167
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.32
4.56
161
0.28
587
2
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.17
239
1
239
2
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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157
0.77
204
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
4.01
67
0.99
66
2
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.26
5.91
256
0.8
321
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
2.91
130
0.8
162
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.88
191
0.87
221
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.16
3.55
135
0.28
487
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.63
160
0.72
222
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
1.87
240
1.09
219
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.72
141
1.31
109
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.2
133
0.98
136
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.54
3.66
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1.05
83
2
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.23
124
1.07
115
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.9
221
0.99
223
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.83
156
0.76
203
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.7
141
1.19
118
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
147
0.85
173
2
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.21
7.2
263
0.82
321
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.11
236
1.34
176
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.85
239
1.25
192
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.55
99
1.05
94
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.3
119
0.96
124
2
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.97
148
1.06
140
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.3
197
0.99
199
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.64
186
0.92
206
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
178
1.01
176
2
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.12
4.16
281
1.38
207
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.44
142
1.23
115
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.48
41
0.28
24
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.07
188
0.93
202
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
4.95
176
0.92
191
2
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
143
0.78
186
2
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.9
248
0.76
328
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
6.26
190
0.85
224
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0.98
170
0.87
195
2
37
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
13.21
4.09
262
1.23
212
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0.4
180
0.72
252
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.78
127
1.1
116
2
45
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
4.58
239
0.69
349
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
3.77
157
0.89
177
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.33
192
0.84
230
2
20
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
0.98
168
0.96
174
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.1
150
0.88
171
2
40
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.17
119
0.8
149
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
4.65
430
1.09
395
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.89
182
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.05
184
0.88
211
2
53
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
4.16
190
1.02
186
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.04
3.3
166
0.44
407
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.51
161
0.85
190
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.67
150
0.88
171
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.09
143
0.85
167
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
9.45
380
0.77
492
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.01
181
0.76
239
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.37
269
0.95
284
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
3.05
161
0.93
173
2
40
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
12.84
396
0.69
575
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
8.24
378
0.84
459
2
60
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.2
200
0.6
331
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
2.53
162
0.91
176
2
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.54
183
1.02
179
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.52
146
0.71
207
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.65
186
1.07
174
2
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.87
224
1.13
200
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
147
0.85
173
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.01
208
1.06
196
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.63
211
0.83
255
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71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
149
0.87
171
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.18
265
0.83
317
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0.45
161
0.9
179
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.17
205
0.87
236
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.25
217
0.83
262
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
217
0.87
251
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.49
169
0.86
197
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.27
241
0.94
257
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
5.23
214
0.95
225
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
5.11
167
1
168
2
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
0.4
191
1.22
157
2
35
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
4.85
190
1.1
172
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.06
153
0.96
160
2
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.49
3.25
123
1.17
105
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
4.2
266
1.02
260
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.34
128
1.04
124
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.81
165
1
166
2
52
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
4.99
185
0
0
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.92
189
0.97
195
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.12
232
1.09
214
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
1.97
263
0.97
272
2
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.07
4.2
123
0.29
435
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.24
211
0.87
242
2
17
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
0
165
0.96
172
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.95
131
0.96
137
2