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
61
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30
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50
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105.86
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65
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71
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44
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50
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47
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26
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54
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151
1.2
36
1.11
33
1
47
1
0
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0
0
0
124.78
0.21
10
1.06
10
1
70
0
0
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0
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0
0
0
0
0
0
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0
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0
6.6
0.33
119
1.05
114
1
53
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
10.4
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1
73
1
0
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0
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0
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64
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37
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1.34
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36
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1
68
1
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27
1.07
25
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59
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1
55
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12
1.5
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0.89
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48
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123.32
0.24
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1.08
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1
74
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1
59
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1.2
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1
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31.74
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1
20
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32
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1
26
1
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10.37
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1
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7.33
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83
0.85
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1
70
1
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25.45
1.73
87
0.98
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1
70
0
0
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0
0
0
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0
0
0
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9.33
1.4
77
0.89
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1
57
1
0
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8.84
2.04
92
0
0
1
63
1
0
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0
0
0
0
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0
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39.62
1.36
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0.99
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1
70
1
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0.9
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78
1
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16.92
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1
68
1
72
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0.83
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1
65
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59.27
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1.02
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1
68
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10.56
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66
1
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1
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55
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68
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1
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75
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1
32
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1
71
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7.58
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1.05
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1
64
1
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52.32
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1
38
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0
0
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0
0
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7.61
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1
49
0
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0
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0
0
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0
0
0
0
0
0
9.54
0
110
0.85
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1
40
1
0
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0
9.19
1.5
113
1.03
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1
39
0
0
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0
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0
0
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0
0
0
0
0
159.17
0.35
10
1.24
8
1
50
1
0
0
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0
0
0
0
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0
0
0
0
0
34.09
0.03
54
0.93
60
1
62
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
30.58
1.57
128
0
0
1
5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.92
0
136
1.09
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1
29
0
0
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0
0
0
0
0
0
0
0
8.97
0.51
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1.09
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1
49
0
0
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0
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0
0
0
0
0
7.35
1.76
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1.07
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71
1
0
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0
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10.06
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1
50
1
0
0
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0
0
0
1
0
0
0
0
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0
40.15
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1.01
73
1
49
0
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0
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0
0
0
0
0
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0
81.41
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9
0.91
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1
78
1
0
0
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0
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16.39
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1
69
1
0
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0
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0
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0
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6.19
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1
64
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9.69
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1
71
1
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0.87
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1
57
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0
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0
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0
0
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61.84
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16
1.08
15
1
45
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0
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38.09
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51
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0
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0
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26.49
0.1
33
0.83
40
1
61
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0
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0
0
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0
0
0
0
0
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8.12
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113
1.11
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1
67
1
0
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0
0
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0
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0
0
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65.81
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28
1.07
26
1
63
0
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0
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0
0
0
0
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0.75
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1
75
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32.83
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0.87
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1
19
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0
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0
0
0
0
0
0
0
0
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9.92
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1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.55
0.62
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0.84
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1
55
0
0
0
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0
0
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0
0
0
0
0
0
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0
24.94
0.6
21
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1
70
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0
0
0
0
0
0
0
0
0
0
0
0
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0
9.48
1.61
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1
71
1
0
0
0
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0
0
0
0
0
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20.34
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0.92
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1
40
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0
0
0
0
0
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0
0
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8.2
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0.86
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1
61
0
0
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0
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24.3
1.75
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1.05
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1
71
0
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0
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0
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29.7
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62
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8.15
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54
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9.44
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55
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51
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11.98
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54
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14.85
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1.05
80
1