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
74
1
0
0
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0.6
1.6
95
1.07
89
0
67
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0
0
0
0
0
0
0
0
0
0
0
0.1
2.1
96
1.01
95
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41
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0
0
0
0
1
0.3
1.9
117
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108
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28
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28
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82
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25
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0.9
2.6
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2.4
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1
1.7
1.9
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51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.4
103
1.14
90
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56
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0
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0
0
0
0
0
0
0
0
0
0
0
0.2
2.1
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1
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0
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0
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0
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1
2.1
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1
2.5
134
1.13
119
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.4
2.8
103
1.1
94
0
77
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
12
0
77
1.06
73
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.2
100
0.97
104
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2.9
113
1.13
100
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.9
99
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47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.1
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0.98
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1
0
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1
0
0
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0
1.4
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0
60
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0
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0
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0
0
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0
0
0
0
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0.9
2.4
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1.12
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32
1
0
0
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0
0
0
0
0
0
0
0
1.6
1.3
119
0.9
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0
29
1
0
0
0
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0
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0
0
0
0
0
0
0
0
1.3
1.6
90
0.97
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45
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0
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0
0
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0
1.7
2
71
0.93
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0
0
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0
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0.8
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0.8
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1
0
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0
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0
0
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0
0
0
0
0
0.2
2.2
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0
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2.6
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1
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0
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0
0.2
2.3
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145
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26
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1
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0
2.2
2.9
85
1.08
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18
1
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0
0
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0
0
1
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0
0
0
0
0
9.6
2.4
220
1.68
131
0
48
1
0
0
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0
0
0
1
0
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0
0
98
1.9
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1.11
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1
41
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1
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0.8
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1
1
0
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3.3
1.5
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0.86
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33
1
0
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0
0
0
1
0
0
0
0
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0
2.3
110
1.01
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0
78
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0
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0
0
0.3
1.7
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1
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0
1.9
2.4
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30
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0
1
0
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0.3
1.8
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0.97
121
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66
0
0
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0
0
0
0
0
0
0
0
0
0
1.3
1.7
86
0.91
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0
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.3
181
1.04
174
2
39
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
1.5
2.8
131
1.26
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59
0
0
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0
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0
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0
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0
0
1.2
1.2
70
0.71
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1
1
1.4
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0.86
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55
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0
1
0.3
2.1
100
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1
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0.7
1.5
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2.2
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0.9
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2.3
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48
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0.3
2.4
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83
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0
0.9
1.4
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1.02
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17
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0
0
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0
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0
1
1
0
0
0
0
0
0.3
1.5
101
0.81
125
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.1
112
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48
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82
0.93
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46
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0
6.4
2.3
64
0.98
65
1
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
110
0.94
117
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70
1
1
0
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0
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0
0
0
0
0
0.15
0
162
1.12
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48
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0
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0.3
2.6
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1.2
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0
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0.5
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39
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0.5
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17
1.7
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77
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0
23
0.5
33
0.67
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1
85
1
0
0
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0
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1
0
0
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0
0
0
7.3
2.4
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1.09
61
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
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0.15
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98
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0.15
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35
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1
0
0
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0.3
2
75
1.21
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73
1
0
0
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1
0
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0
0
0
0
0
0
0
2.1
2.8
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65
1
0
0
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0
0
0
0
1
0
0
0
0
0
0.15
3.5
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35
1
0
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0
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0
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0.15
5.1
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1
168
2
68
1
0
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0
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0
0
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0
0
0
0
0
0
1.4
2.4
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1.18
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0
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0
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0.5
2.2
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1.7
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47
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1
0
0
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0
0
0.15
4.3
189
1.07
176
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63
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1
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0
0
0
0
0.15
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79
0.81
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2.4
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1.2
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0.9
2
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0.15
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1
2.5
2.9
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1.19
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0.6
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0.15
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1
1.4
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0.74
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0.6
1.8
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63
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