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
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114
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109
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53
1
1
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0.1
2.4
182
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152
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1.9
151
1.03
147
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60
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0
0
0
0
1.3
1.6
71
0.76
93
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45
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.3
2.6
56
1.03
54
0
61
0
0
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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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0.1
1.9
118
0.96
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63
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1
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0
0
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0
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1.6
73
0.85
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1.83
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33
1
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1.2
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98
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2.4
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0.2
2.1
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170
0.3
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1.05
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48
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1
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0.2
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2.5
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1.8
1.5
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55
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67
0.82
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0.9
1.8
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0.6
2.2
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1
0
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0.2
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1
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1.4
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1.4
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7.9
1.9
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1.07
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1
76
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0
0
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2.2
2.4
113
1.07
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0
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1.3
1.6
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0.86
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0.1
2.1
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73
1
0
0
0
0
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0
0
0
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0
0
0
0
0
19
2.3
66
1.09
61
1
73
1
0
0
0
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0
0
0
1
0
0
0
0
0
0
1.5
2.2
105
1.14
92
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42
1
0
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0
0
0
0
0
0
0
0
0
0
48
0
7.6
1.02
7.5
1
72
0
0
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0
0
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0
0
0
0
0
0
0
0
0
25
0.3
4.1
1.2
3.4
1
11
0
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0
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0
0
0
0
0
0
0
0.1
0
90
1.07
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78
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0
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1
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1.4
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64
1.19
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29
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0
1
0
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0
0
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0
7.3
1.5
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1.48
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29
1
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0.9
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1
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0.1
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0.1
1.2
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1.06
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58
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1
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0
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0
0
0.3
4.1
202
0.8
253
2
27
1
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0
0
0
0
0.3
0
90
0.98
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0.3
0
116
1
116
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77
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1
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0
0
0
0
6.7
0
114
1.52
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1
43
0
0
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1
0
0
0
0
0
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153
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3
1.23
2.5
1
62
1
0
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0
1
0
0
0
0
0
0.3
6.6
169
0.86
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2
24
0
1
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1
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0
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0.3
1.5
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0.86
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1.8
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0
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0
35
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1
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0.3
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0.8
1.8
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0
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0
0
0
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0
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0
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1.1
2.8
105
1.01
104
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16
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0
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0
0
0
0
0
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0.3
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128
1.06
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32
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0
0
0
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0.3
0
87
0.89
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0
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0
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0.3
2.1
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0.96
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34
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0
0
0
0
0
0
0
0
0.3
4.7
242
1.02
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2
66
1
0
0
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1
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0
0
0
0
0
0
0
0
0.8
1.7
103
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24
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1
0
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0
1
0
0
0.3
2.6
151
1.53
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0
49
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
5.9
2.2
112
1
112
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47
1
0
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0
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0
0
0
0
0
0
1
0
0
0
1.4
2.1
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1.02
80
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47
0
0
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0
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0
0
1
0
0
0
0
0
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0
104
0.84
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68
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1
1.6
78
0.82
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0
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0
0
0
0
0
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0
0
0
4
2.2
108
1.03
105
0