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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
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
4.37
195
0.82
238
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.59
133
1.12
119
2
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.69
212
0.9
234
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
162
0.95
172
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.31
143
0.85
168
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.27
192
0.98
196
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
210
0.83
251
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.46
240
1
239
2
63
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.49
208
0.65
322
2
16
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.88
191
0.75
254
2
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.66
220
0.81
272
2
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.31
236
0.92
255
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.8
214
0.92
232
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.24
3.62
246
0.93
264
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.56
133
1.12
119
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
4.96
204
0.85
239
2
24
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
3.2
164
0.95
172
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.18
165
0.79
210
2
32
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
3.83
156
0.89
175
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
4.62
218
0.9
241
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.06
150
0.88
171
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.03
159
0.84
190
2
43
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.13
4.37
191
1.1
174
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
2.92
130
0.81
161
2
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
3.28
179
0.51
358
2
43
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
4.55
187
1.06
175
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.54
251
0.97
259
2
64
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
4.25
232
0.74
317
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
143
0.86
166
2
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.47
189
1.07
176
2
63
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
6.08
214
0.94
228
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.22
160
0.79
201
2
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.12
187
1.06
176
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.1
130
0.95
138
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.32
193
0.92
209
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.61
191
1.01
190
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.86
206
0.88
233
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.43
130
0.88
148
2
59
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.05
3.1
139
1.16
121
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
5.16
171
1.01
169
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
4.41
233
0.79
297
2
17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.62
253
1.03
244
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.68
222
1
221
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
9.83
383
0.77
495
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
3.37
259
0.99
262
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.68
143
1.28
111
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.05
164
0.93
176
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.15
7.36
218
0.82
268
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.26
7.39
210
0.87
242
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
173
0.98
176
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.15
156
0.94
166
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
191
0.74
261
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
161
0.9
180
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.19
237
1.32
180
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.04
215
0.86
249
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.2
207
0.94
218
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.4
213
1.1
194
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.15
179
0.95
189
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.46
132
1.03
128
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.86
162
0.77
213
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.2
117
0.95
123
2
63
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.9
129
1.15
114
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.99
156
0.94
167
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.72
3.23
120
1.14
105
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
1.22
254
0.89
284
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
3.24
121
1.15
105
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.58
126
1.18
108
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
162
0.92
176
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.91
158
0.91
174
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.57
182
1.16
158
2
59
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.05
3.1
139
1.16
121
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.09
154
0.75
205
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0.09
162
0.95
171
2
35
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
4.64
137
1.1
125
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.2
131
0.97
136
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.55
202
1.08
187
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
7.15
213
0.87
244
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.93
156
0.94
166
2
49
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
4.95
158
0.78
203
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.89
4.28
191
0.48
419
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
5.77
245
0.95
257
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.4
130
1
130
2
16
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.73
190
0.75
255
2
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
4.99
186
1.17
159
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.88
128
0.92
140
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.07
194
1.05
185
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.23
150
0.89
169
2
21
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.13
5.42
210
0.85
247
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.16
161
0.78
208
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.51
198
1.07
185
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
10.81
382
0.76
500
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.13
155
0.83
189
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.89
189
0.92
207
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
4.46
173
1.08
161
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.03
5.36
278
0.78
356
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
0.92
143
0.88
163
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.52
177
0.89
199
2
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
6.43
232
0.68
341
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.42
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0.98
239
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
152
0.88
173
2