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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
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
5.49
186
1.05
176
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.17
180
1.03
174
2
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.79
22
0.02
1
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.95
168
0.98
172
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.91
237
1.23
193
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.58
159
0.82
194
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.91
181
0.96
187
2
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.45
156
0.76
204
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.87
193
1.2
162
2
24
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
3.14
133
1.26
106
2
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.73
247
0.75
331
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.9
187
0.84
225
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.24
115
0.92
126
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.78
257
1.2
216
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.62
126
0.96
131
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
0.94
254
0.9
282
2
29
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.11
175
0.87
201
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
8.08
212
0.88
242
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.52
124
1.06
118
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.01
167
0.95
176
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.8
252
1.02
245
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.28
181
0.97
186
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.64
248
0.87
285
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.37
206
0.88
232
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.2
182
0.78
235
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.24
6.45
210
0.86
243
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
185
0.72
260
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.81
125
0.87
145
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.42
264
1.47
180
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.23
156
0.99
158
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.47
195
0.82
236
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.26
7.34
210
0.87
242
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.05
214
0.86
249
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.37
127
0.95
135
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.63
125
0.88
143
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.88
147
1.43
103
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.07
169
0.86
198
2
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.08
127
1.17
109
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.89
182
0.82
221
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.46
198
1.05
190
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.27
214
0.89
242
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.76
201
0.99
203
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.81
157
0.7
224
2
17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.2
266
0.97
275
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.67
7.55
213
0.81
264
2
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.96
183
0.97
188
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.61
218
0.97
224
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.91
221
0.99
223
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.82
251
1.13
221
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.72
205
1.04
198
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.95
192
1
192
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
0.93
157
0.69
227
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.95
161
0.93
174
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.31
154
0.75
204
2
21
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.13
5.48
211
0.85
247
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0.43
144
0.88
164
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.7
194
1.02
190
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
2.6
234
0.98
239
2
22
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
1.98
166
0.96
173
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
160
0.88
183
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.5
133
0.98
136
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
0.84
263
0.9
291
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.58
119
0.9
132
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.35
221
0.82
271
2
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
3.72
219
0.65
335
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.51
217
0.96
225
2
46
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.4
253
1.01
250
2
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.99
144
1.25
115
2
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.32
144
1.03
140
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
4.54
166
0.86
194
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
4.32
196
0.81
241
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
0.81
259
0.93
278
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
4.1
201
0.8
253
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
6.98
372
0.81
468
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.62
249
0.89
280
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
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.22
183
1.09
168
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.84
131
0.98
134
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.79
145
1.36
107
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.87
184
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
2.37
146
0.9
163
2
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
149
0.87
171
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
3.23
114
1.11
103
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.41
122
1.01
122
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.09
178
0.9
197
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
185
0.92
203
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
142
0.87
164
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.24
186
0.96
194
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.87
191
0.99
193
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.7
165
1
165
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
4.82
215
0.96
224
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.15
119
0.81
148
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.93
143
0.85
167
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
2.95
200
1.14
174
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.23
192
0.94
204
2
46
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4.43
178
0.77
232
2
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.5
200
0.86
232
2
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.62
235
0.92
255
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.16
159
0.72
223
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.7
185
1.02
181
2