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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
35
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
120
0.8
150
0
44
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
154
1.04
148
0
47
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
1.5
91
0.92
99
0
30
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.6
2.2
140
1.33
105
0
17
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
1.6
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0.84
164
0
79
1
0
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0
0
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0
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0
0
0
0
0
4
0
102
0.8
128
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65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
2.4
137
0.99
138
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
134
1.01
133
0
66
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
1.5
108
0.89
121
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
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91
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88
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38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0.35
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132
1.04
127
0
58
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
77
0.89
87
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28
1
0
0
0
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0
0
0
0
0
0
0
0
0
0
2.6
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115
0.97
119
0
48
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2.9
0
109
0.99
110
0
60
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
5.5
0
105
0.81
130
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
0
138
0.8
173
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
71
0.78
91
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74
0.5
5
0.93
5.5
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.72
0
128
1.03
124
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
97
0.83
117
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
97
0.66
147
0
66
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
5
2
106
1.05
101
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
114
0.9
127
0
32
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
113
1.04
109
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
68
0.93
73
0
27
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.97
2.7
96
0.8
120
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035
1.9
84
0.67
125
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.2
98
0.77
127
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.5
180
1.25
144
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
75
0.95
79
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
0
100
1.1
91
0
85
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
32
0
55
0.89
62
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
0
64
0.8
80
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.5
0
98
0.88
111
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
0
94
0.53
177
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
117
1.09
107
0
60
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
3
1.6
104
0.98
106
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
2
154
1
154
0
37
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.7
1.8
72
0.69
104
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
130
1.03
126
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
120
0.96
125
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
59
0.8
74
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
53
1.6
113
1.29
88
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.4
132
1.21
109
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
67
0.99
68
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
139
1.07
130
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
129
1
129
0
58
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0.4
0
77
0.81
95
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.89
0
118
0.91
130
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.2
0
65
1.07
61
0
59
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
4.2
2.5
90
1.02
88
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
2.1
87
0.89
98
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
119
0.88
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0
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
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57
0.78
73
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
145
1.13
128
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
0
80
0.75
107
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
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99
0.86
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58
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0.95
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88
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55
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
3.1
0
64
0.9
71
0
49
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.035
2.4
180
1.25
144
0
72
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
1.6
108
0.83
130
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30
1.1
45
0.91
49
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
105
0.96
109
0
41
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
1.7
115
0.87
132
0
59
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43
0.81
53
0
61
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
3
1.2
69
0.99
70
0
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
2.1
116
0.98
118
0
57
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
93
0.84
111
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0
89
0.9
99
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
135
0.96
141
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
83
0.65
128
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
80
0.77
104
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
0
110
1.04
106
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0
71
0.76
93
0
26
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
3
189
1.21
156
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.2
91
0.76
120
0
20
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025
0
182
1.43
127
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
83
0.75
111
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
85
0.85
100
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
116
0.92
126
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.3
0
59
0.98
60
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
137
0.96
143
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
85
0.69
123
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
87
0.97
90
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
73
0.87
84
0
31
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
4.7
2.6
73
0.97
75
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
0
39
1
39
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
500
0.5
5
1.19
4
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
85
0.73
116
0
60
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0.02
1.4
90
0.81
111
0
77
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
3.6
1.8
134
1.02
131
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.099999
0
82
0.84
98
1
66
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
6.7
0
56
0.73
77
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.9
0
95
1.05
90
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
66
0.93
71
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
2.2
90
0.84
107
0
56
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.4
0
67
0.71
94
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
97
1.23
79
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.4
63
0
0
0
51
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
95
0.77
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0