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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
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.1
236
1.15
206
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
2.7
190
1.06
178
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.56
97
1.01
96
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.96
186
1.05
176
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
5.83
206
0.89
232
2
51
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
9.46
374
0.71
531
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.59
154
0.98
159
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.74
141
1.18
120
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.97
192
1.09
177
2
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4
210
1.06
197
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0.38
310
0.85
365
2
19
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.28
7.32
219
0.86
254
2
23
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
5.55
390
1.03
379
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.14
135
0.99
136
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.19
258
0.95
272
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.19
191
0.96
198
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.55
171
0.86
199
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.11
162
0.78
208
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.71
159
0.81
196
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.49
152
0.94
162
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0.85
226
1.04
217
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
6.66
349
0.74
472
2
45
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
4.32
190
1.08
175
2
58
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.59
126
1.11
115
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.52
196
1.15
170
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
2.34
150
0.93
161
2
58
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
4.28
139
1.67
83
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.66
5.07
247
0.68
361
2
65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
3.33
139
1.24
112
2
30
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
7.34
259
1.02
255
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.88
196
1.06
185
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.02
149
0.91
164
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.77
244
0.96
255
2
44
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
4.76
250
0.89
280
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
1.35
418
1.04
409
2
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.85
134
1.23
109
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.57
4.55
274
1.1
248
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.8
252
1.15
219
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.43
238
0.92
258
2
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
1.96
416
1.07
389
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.91
230
0.87
263
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.29
163
0.95
172
2
28
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
3.52
160
0.93
173
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
4.64
118
0.99
120
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
6.72
169
0.85
199
2
5
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
7.22
255
0.92
278
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.05
205
1.04
196
2
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.61
194
1.11
175
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.46
218
0.8
273
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.13
160
0.78
203
2
54
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.18
7.05
210
0.87
240
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.43
128
0.95
135
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.7
5.18
286
0.88
324
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.99
231
0.88
263
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.71
204
0.85
240
2
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.77
3.31
321
0.71
461
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.86
8.31
218
0.82
265
2
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
3.74
220
0.65
335
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.72
164
0.93
176
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.98
4.47
123
0.28
440
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.25
145
0.7
208
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.24
4.43
204
0.82
249
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.8
130
1.18
110
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.06
186
1.05
177
2
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
155
0.86
182
2
42
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
4.39
192
1.1
174
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.85
144
0.91
79
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
5.73
206
0.89
232
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0.8
170
0.88
194
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.93
156
0.95
165
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0.55
173
0.89
194
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
7.39
213
0.91
233
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.28
8.37
218
0.83
265
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0.64
315
0.89
356
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.89
249
0.81
309
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.11
4.06
123
0.29
432
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
160
0.9
180
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.61
119
0.9
132
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
1.68
153
0.96
160
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.63
4.11
137
0.29
484
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
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.66
139
1.32
106
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.82
291
0.91
320
2
45
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
4.76
360
0.89
412
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
157
1.01
156
2
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.65
30
0.1
9
2
58
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.5
127
1.15
111
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.26
249
0.84
298
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.07
203
0.93
218
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
6.93
228
0.72
319
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.92
243
0.95
256
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.08
144
0.85
171
2
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.37
3.06
126
1.19
106
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.99
130
0.83
156
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
4.12
240
1.01
237
2
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.43
165
0.83
199
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.13
143
0.85
167
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.08
144
1.23
117
2
41
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.32
136
1.01
134
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.61
7.43
218
0.82
268
2