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
61
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61
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0.29
1.5
119
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132
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58
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1
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191
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1
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3
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1.1
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77
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42
1
1
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0
0
1
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0
0
0
0
0
2.9
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141
1.08
131
0
61
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
113
0.82
138
0
61
1
0
0
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0
0
0
0
0
0
0
0
0
0
0.05
2.4
128
1.13
114
0
41
0
0
0
0
1
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0
0
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0
0
0
0
0.39
1.9
120
1.03
117
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71
1
0
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0
0
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1
0
0
0
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9.4
1.4
77
0.89
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1
63
1
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54
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16
1.5
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1
64
1
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1
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0.1
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113
0.91
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1
0
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1.5
2.3
116
1.08
107
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0
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0
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3.2
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0.91
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0
0
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3.3
1.7
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0
1
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0
0
0
0
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3.1
112
1.06
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0
0
2.2
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2.2
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31
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1
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3.1
1.8
120
1.22
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34
1
0
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0
0
0
0
0
0
0
0
0
0
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0
178
1
178
2
42
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1.1
1.7
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1
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0
0
1
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2.2
1.9
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1
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1.1
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124
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1.2
1.8
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1.04
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0.24
2.4
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1.1
109
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3.3
0.9
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1.1
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1
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34
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6.5
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18
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1
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1.1
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93
1.04
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95
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25
1
0
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0
26.4
2.3
73
1.09
67
1
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.7
1.9
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83
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0
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0
0
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0
0
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7
0
71
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83
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0
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2.5
1.5
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1.4
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95
0.86
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19
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47
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1.1
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94
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1.6
2.1
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84
1
0
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0
0
0
0
0
0
0
0
1
0
0
0.5
2.1
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0.92
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37
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0
0
1
0
0
0
0
0
0.65
1.3
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1.19
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0
80
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
5.3
2
86
1.02
83
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65
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0
0
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0
0
0
0
0
0
0
0
0
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1.3
2.1
111
0.99
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55
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0
0
0
0
0
0
0
0
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2.1
2.2
84
0.85
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28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.1
1.7
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0.89
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1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47
2.2
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1.05
153
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53
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0
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1
1.7
1.9
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44
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1
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0.26
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1
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122
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42
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2.8
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0
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0
0
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0
0
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1.6
2.5
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57
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0
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0
0
0
0
0
0
0
0
0
0
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2.6
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0.84
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0
0
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0
0
0
0
0
0
0
0
0
0
2.6
2.2
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0.89
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72
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.1
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131
0.5
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81
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1.7
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0.92
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39
1
0
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1
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6.6
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0.89
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2
49
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0
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0
0.02
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131
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40
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1
0
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1.1
2.8
107
1.09
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.4
120
0.82
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57
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0
0
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0
0
0
0
0
0
0
0
0
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0.62
2.4
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1.12
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65
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0
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0
0
0
0
0
0
0
0
0
0
0
55
0.7
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1.08
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1
34
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0
0
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0
0
0
0
0
0
0
0
0
0
0
4
1.8
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1
134
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1.9
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