Datasets:
anasmakki
/
thyroid_processed

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age
float64
sex
float64
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
float64
T4U
float64
FTI
float64
target
int64
63
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3.4
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106
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16
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118
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54
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1
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3.1
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1.01
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0
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0.52
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1.11
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47
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2.5
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3.7
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2.5
2.7
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1.12
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0
61
1
0
0
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0
0
0
0
1
0
0
0
0
0
2.5
2
101
0.85
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70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
112
0.95
118
0
48
1
0
0
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0
0
0
0
0
0
0
0
1
0
0
20
2.8
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0
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1
75
1
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0
0
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0
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0
0
0
0
0.57
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135
0.88
153
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51
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0
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1
2.6
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0.89
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51
1
1
0
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0
0
0
0
0
0
0
0
0
0
0.11
2.1
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1.08
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64
1
1
0
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0
0
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0
0
0
0
0.045
2.4
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0.95
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1
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0
1.4
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1.8
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152
1.03
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0
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1.3
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78
0.83
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0
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2.1
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137
1.15
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0
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1.1
1.7
80
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16
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1
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0
0
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0
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0
0
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0.055
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3.4
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1
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1.8
2.2
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0.5
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4.1
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1
16
1.1
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1
39
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1
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0.11
2.4
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0.92
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1
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4.3
1.8
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75
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1
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0
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1.7
2
111
1.08
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0
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1.4
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0.71
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72
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1
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0
0
1.6
2.2
128
1.12
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29
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1.7
2
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1.2
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1
2.6
2.4
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1
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0
1
1.2
2.9
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1
127
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3.3
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1.7
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2
2.5
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14
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1.01
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2.3
2.6
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2
1.9
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0
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0
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0
0
0
2
0
136
0.75
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79
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0.28
1.5
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67
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0
0
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0
0
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0
2.7
1.9
138
0.95
145
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76
1
0
0
0
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0
0
0
0
0
0
0
0
0
0
2.1
2.2
107
0.9
119
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87
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10
0.2
43
0.63
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0
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0
0
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2.6
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1.01
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32
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0
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0
0.33
2.3
77
0.83
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79
1
1
0
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0
0
0
0
0
0
0
0
0
0
7.1
2.6
153
1.23
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44
1
0
0
0
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0
1
0
0
0
0
0
0
0
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7.5
0
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1.42
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0
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1
1
0
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0
0
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0
0
0
0
0
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4.8
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1.18
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0
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0
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0
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131
1.13
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1.4
1.6
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0.89
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41
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0
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0
0
0
0
2
2.4
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1.02
101
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41
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1
0
0
0
1
1.1
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103
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1
0
61
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50
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0.2
1.8
130
1.12
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41
1
1
0
0
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0
0
0
0
0
0
0
0
0
0
5.6
1.4
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1.16
112
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56
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1
67
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0.055
3.1
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46
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1.2
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1
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0.11
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103
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0.035
7.6
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60
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15
2.1
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40
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