Datasets:
anasmakki
/
thyroid_preprocessed_balanced

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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
41
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0
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0
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0
0
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0
0
0.03
3.12
135
1
136
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.95
147
1.47
100
2
51
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0
0
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0.02
7.38
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0.66
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80
1
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0.07
3.66
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0.05
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0.94
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0.1
0.07
153
0.67
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56
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3.8
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52
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0.14
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56
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6.85
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59
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318
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34
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1
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0
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0.06
5
137
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45
1
0
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0
0
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0.14
3.02
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31
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11.84
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36
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0
0
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71
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0
0
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0.03
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0.92
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34
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0
0
0
0
0
0
0
0
0
0
0.25
4.6
274
1.06
259
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
4.05
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0.97
222
2
56
1
0
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0
0
0
1
0
0
0
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0.02
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2
24
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1
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207
0.8
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61
1
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1
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0
5.91
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0.93
230
2
26
1
0
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0
0
0
0
0
0
0
0
0
0.2
3.99
247
0.92
268
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
8.41
426
1.03
417
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.42
185
0.95
194
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
5.36
247
0.91
274
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.4
128
0.95
135
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0.23
153
0.67
227
2
75
0
0
0
0
0
0
0
0
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0
0
0
0
0
0
0.01
9.88
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0.64
347
2
58
1
0
0
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0
0
1
0
0
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0
0
0.03
5.39
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0.89
238
2
57
1
0
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0
0
0
0
0
0
0
0
0.13
2.21
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0.9
163
2
30
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0
0
0
0
0
0
0
0
0.02
5.63
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0.81
224
2
63
1
0
0
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0
0
0
0
0
0
0
0
0
0
0.03
3.32
119
0.96
125
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
177
1
177
2
66
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0
0
0
0
0
0
0
0
0.02
5.96
188
1.06
176
2
39
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.77
136
1.04
131
2
59
1
0
0
0
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0
0
0
0
0
0
0
0
0
0
0.09
6.03
191
0.87
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1
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0
0
0
0
0.02
1.8
153
0.99
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2
36
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0
0
0
0
0
0
0
0
0
0.26
3.98
85
0.62
30
2
33
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
12.01
430
0.91
503
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.57
126
0.96
132
2
65
1
0
0
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0
0
0
0
0
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0
0
0
0
0
0.15
3.49
216
0.98
220
2
57
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0
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0
0
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0
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0
0.01
4.91
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1.01
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2
64
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0
0
0
0
0.17
6.48
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0.68
341
2
27
1
0
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0
0
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0
0
0
0
0
0
0
0.01
1.93
212
0.89
237
2
2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.55
256
0.96
267
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.39
132
1.23
107
2
61
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.85
143
0.95
82
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
3.58
128
0.83
154
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.12
183
0.85
218
2
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.6
259
0.99
262
2
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.41
114
0.92
125
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.39
300
0.85
354
2
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.14
7.17
174
0.47
388
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.35
186
0.97
193
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.13
236
1.13
209
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
6.43
262
1.01
260
2