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
62
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106.62
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13
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1
71
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27.37
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55
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56
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66
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37
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54
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36
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71
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75
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28
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35
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55
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65
1
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0
48.32
0.41
12
1.34
9
1
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
118.49
0.36
15
1.13
14
1
67
0
0
0
0
0
0
0
0
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0
0
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0
0
0
50.81
0.39
11
1.25
9
1
72
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
10.25
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1.39
59
1
66
0
0
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0
0
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0
0
0
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0
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1
26
1
0
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1.18
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1
35
1
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13.3
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1.23
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1
17
1
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24
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10.17
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110
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1
16
1
0
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0
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0
0
0
7.04
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108
1.13
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1
36
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38.29
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0.87
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56
1
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1
57
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1
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1.02
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1
56
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63
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1
25
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6.14
2
135
1.24
109
1
44
1
0
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21.88
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1.15
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1
21
1
0
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1
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0
92.39
0.12
38
1.2
31
1
55
0
0
0
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0
0
0
0
0
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0
0
0
0
19.8
1.7
90
0.81
112
1
69
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
6.5
1.79
45
0.89
51
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.1
2.13
113
0
0
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.98
1.73
142
1.11
128
1
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
0.11
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0.83
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1
83
1
0
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138.46
0.94
23
1.17
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1
60
1
0
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7.6
1.57
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1.06
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1
76
1
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7.66
0.13
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1.49
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1
65
0
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0
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0
69.93
0.54
20
1.04
19
1
37
1
0
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7.45
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1.09
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74
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52
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50
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1
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37.99
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1.05
72
1
65
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1
55
1
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1
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44.31
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1.08
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1
63
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106.68
0.64
18
0.72
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1
60
1
0
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7.28
0.86
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1.22
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1
39
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0
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0
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0
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0
159.14
0.35
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1.24
8
1
76
1
0
0
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0
0
0
0
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0
0
0
0
10.66
0.74
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1.04
58
1
79
1
0
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0
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0
0
0
0
0
0
0
17.91
1.46
67
1
67
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.75
1.83
100
0
0
1
60
1
0
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0
0
0
0
0
0
0
0
0
0
0
0
6.92
2.01
98
1.13
86
1
60
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
9.8
1.18
113
0.84
135
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.5
0.02
18
0.96
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1
73
1
0
0
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0
0
0
0
0
0
0
0
0
0
22.52
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50
0.84
60
1
58
0
0
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0
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0
0
0
0
0
0
0
0
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0
26.31
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70
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1
51
1
0
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0
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0
0
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61
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0.79
1
1
56
1
0
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0
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0
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1.07
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63
0
0
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0
0
0
0
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0
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1
76
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0
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31.66
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0.9
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1
62
0
0
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0
0
0
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0
45.04
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1
65
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66
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1
32
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0.72
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61
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28.61
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77
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59
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65
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70
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203.8
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1
39
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1
27
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0
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18.46
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1
84
1
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171.96
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36
1.1
32
1
37
1
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0
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43.21
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4
0.89
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1
66
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0
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11.1
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1
61
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101.35
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1.02
8
1
86
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12.87
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123
1
54
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11.04
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1
25
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9.73
1.75
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55
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13.31
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59
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85
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13
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120
0.9
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36
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22.13
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1
19
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10.78
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1