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
1
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31.07
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65
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75
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143.04
1.31
29
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26
1
74
1
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0
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8.88
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65
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30
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56
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13.58
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40
1
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1
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36
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62
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42
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34
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32
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5
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65
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32
1.03
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1
52
1
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60.31
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13
1.05
12
1
69
1
0
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0
0
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0
0
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0
0
17.08
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1.56
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1
22
1
0
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0
451.23
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22
1.35
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1
61
1
0
0
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1.16
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66
1
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1
69
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20.85
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0
0
1
42
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0
0
0
0
0
0
10.49
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72
0
0
1
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
51.19
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67
0.95
70
1
76
0
0
0
0
0
0
0
0
0
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0
0
0
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0
8.99
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0.94
131
1
61
0
0
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0
0
0
0
0
0
0
0
0
0
35.77
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23
0.75
31
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.27
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86
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94
1
60
1
0
0
0
0
0
0
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0
0
0
0
0
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0
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1
59
0
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0
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1
60
1
0
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28.45
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0.98
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1
56
0
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0
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81
0
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193.73
0.44
9
0.84
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1
48
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0
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0
9.69
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111
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1
25
0
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232.03
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14
0.94
15
1
24
1
0
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0
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0
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0
0
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0
11.56
1.37
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0.84
108
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54
1
0
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11
1.02
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1
28
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75
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68
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0.74
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1
59
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9.8
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66
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75
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63
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1
68
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8.41
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0.7
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1
28
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18.73
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1.03
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1
45
1
0
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0
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11.22
1.64
95
1.06
90
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
157.1
1.08
32
1
32
1
60
1
0
0
0
0
0
0
0
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0
0
0
0
0
0
24.68
1.31
72
1.06
69
1
57
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
11
1.86
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1
64
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65
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9.67
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1.1
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1
45
1
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7.89
1.44
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1.08
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1
57
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7.64
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0.99
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1
50
1
0
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0
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0
59.32
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0.19
1
1
20
1
0
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86.64
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36
1.17
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1
79
1
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50
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34
1
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25.24
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1.05
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1
62
1
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1
79
1
43
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48.33
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1.02
33
1
74
1
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0
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0
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6.4
1.37
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1.23
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57
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6.55
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54
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0
0
0
0
0
0
0
12
1.5
105
0.9
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1
65
0
0
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0
0
0
0
0
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0
0
0
0
0
0
9.13
1.75
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0
0
1
41
0
0
0
0
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0
0
0
0
0
0
0
0
0
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6.31
2.12
73
0
0
1
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.96
2.32
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0
0
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.45
0
80
1.03
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1
74
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0
0
0
0
0
24
0
74
0.84
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1
63
1
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0
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0
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0
6.43
1.71
72
0.99
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1
34
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0
0
0
7.63
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0.98
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1
59
1
0
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0
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0
46.87
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18
0.94
19
1
63
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0
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0
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0
0
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9.29
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0
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1
18
1
0
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0
0
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0
483.9
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34
1.27
25
1
62
1
0
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0
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0
0
0
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0
7.91
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1
77
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53
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10.93
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0.91
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1
28
1
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36.91
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1.02
41
1
34
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0
160
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9
0.36
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1
66
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1
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0
48
0.5
4
1.36
3
1
35
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7.2
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0.95
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1
29
1
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0
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47.14
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1
72
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23
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69.74
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1.04
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1
21
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8.51
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77
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70
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75
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8.34
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32
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62.65
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1.07
25
1
69
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0
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0
0
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0
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0
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80.31
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22
1.09
20
1
63
1
0
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51.67
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76
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75
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37
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10.77
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73
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6.43
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44
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30.83
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1
58
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11.49
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41
1
0
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0
0
0
0
0
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0
140.15
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33
1.07
31
1
81
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170.96
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29
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1