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
53
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28
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85
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50
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61.45
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8
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58
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10.27
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66
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59
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72
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29
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56
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73
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32
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14.9
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59
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61
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101
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84
1
34
1
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0
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0
31.21
0.07
67
0.92
73
1
47
0
0
0
0
0
0
0
0
0
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0
0
0
0
82.66
1.48
43
1.14
38
1
55
1
0
0
0
0
0
0
0
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0
0
0
0
0
0
9.21
1.81
86
1.04
83
1
55
0
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0
0
0
0
0
0
0
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0
0
0
9.69
1.2
120
0.87
138
1
51
1
0
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36.48
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0.87
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1
41
1
0
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31.1
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51
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48
1
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40
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140.83
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29
1
55
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4
0.98
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1
68
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69
0.71
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1
40
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7.72
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0.9
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28
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143.96
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62
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45
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2.28
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1
66
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77
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74.58
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1.02
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66
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10.85
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1.22
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57
1
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19.08
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1
41
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10.61
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1
79
1
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18.5
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1.04
70
1
43
1
0
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55.44
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1.37
7
1
58
1
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7.01
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1
61
0
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35.66
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23
0.78
30
1
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
2.1
80
1.01
78
1
66
1
0
0
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0
0
0
0
0
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0
0
0
0
0
46.6
0.44
6
0.98
2
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
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8.05
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0.97
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1
60
1
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10.69
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1
82
1
20
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249.08
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4
1.11
4
1
60
1
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75
0.96
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1
75
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48.13
0.36
7
1.18
6
1
31
0
0
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0
0
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0
0
0
0
0
0
0
228.58
0.13
11
1.07
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1
41
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7.78
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1
24
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67
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1
76
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58
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1
71
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20.52
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67
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7.48
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55
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9.18
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1
36
1
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0
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6.59
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1
27
1
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0
0
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0
0
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9.34
2.57
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1.02
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1
76
1
0
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0
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0
0
0
9.98
1.59
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1
120
1
37
0
0
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0
0
0
0
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0
0
0
0
0
37.19
1.16
78
0.87
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1
68
0
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0
0
0
0
0
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0
0
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9.22
0.11
34
0.65
53
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.54
2.16
130
1.22
107
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.13
2.46
106
1.13
94
1
75
1
0
0
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0
0
0
0
0
0
0
0
0
0
10.46
1.42
88
0.87
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1
69
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
78.58
0.12
52
0.92
57
1
30
0
0
0
0
0
0
0
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0
0
0
0
0
0
0
8.92
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1
19
0
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11.79
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0
0
1
57
1
0
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0
412.79
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1
33
0
0
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0
0
0
0
0
0
0
11
0.67
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1
83
1
0
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0
0
0
0
11.87
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101
1.08
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1
59
1
0
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26.73
1.22
138
1.09
128
1
52
1
0
0
0
0
0
0
0
0
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0
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25.57
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34
0.79
44
1
76
0
0
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0
0
0
0
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0
0
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13.04
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69
1.06
65
1
52
0
0
0
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0
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0
0
0
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12.57
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0.91
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59
1
0
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0
0
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0
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0
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7.2
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75
0.97
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26
1
0
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240.25
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21
1.22
16
1
35
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7.16
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0.94
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1
37
0
0
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0
0
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17.01
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0.88
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1
63
0
0
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0
0
0
0
0
1
0
0
0
0
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38.06
1.21
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1.02
57
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
235.8
0.26
13
1
13
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.36
0.22
109
0.85
129
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.1
1.56
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0.95
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1
61
0
0
0
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0
0
0
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0
0
0
0
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7.02
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1.09
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1
60
1
0
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153.05
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1.04
15
1
43
1
0
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0
0
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0
0
0
0
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8.14
1.91
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1.01
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1
59
0
1
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0
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0
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0
0
0
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0
30.48
1
32
0.64
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1
66
0
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0
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7.66
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1.02
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1
29
0
0
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0
0
0
0
0
0
0
0
0
0
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0
7.1
1.83
95
0.99
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1
62
1
0
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0
0
0
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0
0
0
0
0
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6.87
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1.26
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1
35
1
0
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0
0
0
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18.99
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4
1
4
1
39
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0
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0
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0
155.54
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5
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1
1
76
1
0
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22.84
0.47
33
0.69
48
1