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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
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
1.56
224
1.02
218
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
4.93
203
0.85
239
2
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
6.92
377
0.94
409
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.8
252
1.15
218
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.72
5.27
259
0.72
359
2
42
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.48
249
0.89
280
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
5.37
240
0.73
329
2
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
3.28
163
0.8
203
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.3
196
1.06
185
2
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
12.11
400
0.78
510
2
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.68
191
1.08
176
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.1
5.31
285
0.85
334
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0.68
168
0.95
176
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
187
0.92
206
2
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.06
205
0.87
234
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
5.46
213
0.9
237
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.03
4.48
264
1.17
225
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.14
193
1.05
184
2
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
4.07
45
0
0
2
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.95
7.46
301
0.6
523
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
2.64
161
0.91
176
2
25
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
15.92
430
0.72
613
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.06
142
0.86
165
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
6.7
169
0.85
199
2
37
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
7.04
259
1.01
256
2
65
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
3.71
214
0.68
316
2
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.41
157
0.99
160
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.63
195
1.05
186
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
3.2
161
0.92
174
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.45
133
1.07
125
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.13
205
0.88
233
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.66
181
0.75
240
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.51
273
0.86
318
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.72
224
0.89
252
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.67
241
0.91
265
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.56
167
0.82
204
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
4.44
131
0.89
148
2
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.55
141
1.23
114
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
148
0.86
174
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.98
291
0.82
355
2
22
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
5.67
261
1.05
248
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.39
130
1.02
127
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
2.79
195
1.18
165
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.14
248
0.77
324
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
3.73
262
0.96
273
2
29
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
4.16
134
1.17
115
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.13
272
0.99
275
2
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.14
5.64
261
0.79
332
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.13
230
1.07
216
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
4.82
215
0.93
230
2
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
4.95
188
1.09
173
2
51
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.03
3.37
131
1.04
128
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.01
248
0.85
294
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4
168
0.98
172
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0.77
174
0.89
196
2
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.18
3.88
225
0.67
336
2
17
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
192
0.75
257
2
38
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.22
124
0.79
158
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.94
192
1.03
187
2
38
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.25
119
0.79
150
2
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.76
161
0.8
202
2
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
0
182
1.12
164
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.34
166
0.82
201
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
3.06
163
0.92
176
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
0.41
154
0.68
225
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.7
131
0.99
132
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.22
249
0.77
322
2
59
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.74
124
1.05
120
2
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.43
212
0.9
237
2
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
3.55
247
0.94
263
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
3.16
119
1.13
105
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.87
179
1.03
173
2
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
0.83
188
1.21
156
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.7
185
0.93
200
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
4.04
230
1.07
215
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.55
152
0.94
163
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.95
227
1.04
218
2
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.05
129
1.19
108
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.09
201
0.77
262
2
41
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
4.73
241
0.68
353
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.44
269
0.96
280
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.13
153
0.96
161
2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
2.62
195
1.18
165
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.67
202
1.03
197
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0.74
160
1
161
2
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
5.21
163
0.82
200
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
1.07
184
0.72
254
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.01
130
0.94
139
2
32
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
4.41
154
1.26
90
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.8
252
1.21
208
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
4.24
189
1.05
180
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
5.33
217
0.9
241
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.94
238
0.93
256
2
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.89
241
1.25
193
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.53
233
0.91
257
2
31
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.01
169
0.96
175
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.51
275
0.77
358
2
31
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
4.24
179
0.89
203
2
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.57
152
0.92
166
2
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
212
0.83
256
2