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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
51
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
2.7
2
115
0.9
128
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.2
1.7
81
0.9
90
1
35
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
93
0.76
122
0
69
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.3
0
109
0.93
117
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59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
1.1
48
0.62
77
0
59
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
3.2
1.8
106
1.16
91
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.76
0
121
1.11
109
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
97
0.96
101
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
4.5
0
97
0.85
114
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.7
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72
0.92
78
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
90
0.93
97
0
26
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0.56
2.1
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0.91
151
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
104
0.8
130
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.4
2
106
0.85
125
0
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
2.6
128
1.14
112
0
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14
6.7
280
0.85
329
2
72
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
84
0.94
89
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.64
0
144
1.15
125
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
0
93
0.88
106
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.54
2
112
1.11
101
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.599999
1.2
126
0.9
140
1
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
91
0.9
101
0
74
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.99
1.9
121
1.09
111
0
38
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
2.2
145
1.01
144
0
66
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.4
122
0.92
133
0
63
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.8
94
0.88
107
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2
99
1.1
90
0
62
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.94
1.8
83
0.82
101
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
94
1.09
86
0
66
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
3.6
1.9
82
1.13
73
0
71
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
23
1.8
87
0.96
91
1
31
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.6
124
0.96
129
0
69
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.2
0
87
0.8
109
0
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
101
1.1
92
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
0
70
0.67
104
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
0
133
1.07
124
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.4
1.2
88
0.69
128
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
0
69
1.02
68
0
56
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
2
2
94
0.9
104
0
46
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
4
2.2
123
0.9
137
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.8
0
123
0.99
124
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
121
1.21
100
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.6
117
1.05
111
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
66
0.77
86
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.68
2
90
0.8
113
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
2.4
164
1.12
146
0
88
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.3
110
0.82
134
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
2.2
92
0.83
111
0
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
0
116
0.74
157
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
158
1.55
102
0
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
74
0.77
96
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
74
0.59
125
0
74
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
5.1
2.5
132
0.97
136
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.41
0
117
1.14
103
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.7
0
90
0.68
132
0
55
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.9
0
143
0.91
157
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
2
93
0.98
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0
57
1
0
0
1
0
0
0
0
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0
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0
0
0
0
3.3
2.5
66
0.91
73
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27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
90
0.82
110
0
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.5
1.8
111
0.83
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0
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
80
0.75
107
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66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
78
0.7
111
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66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.7
0
105
0.83
127
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
1.7
98
0
0
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
2.4
102
1.02
100
0
74
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
3.6
2
84
0.78
108
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
98
0.93
105
0
95
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
98
0.91
108
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.73
1.5
97
0.71
136
0
45
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.025
0
114
0.81
141
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.96
2.8
118
1.17
101
0
65
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0.03
2.2
146
1.06
138
0
39
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.8
2.2
91
0.79
115
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
0
101
0.77
131
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
123
0.97
127
0
60
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.3
0
110
0.87
126
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
125
0.78
160
0
46
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.7
0
135
1.05
129
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
0
117
0.9
130
0
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.3
107
0.85
126
0
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.8
0
121
0.99
122
0
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.4
115
0.74
155
0
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.1
0
130
1.12
116
0
72
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1.4
120
0.94
128
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21
0
60
1.17
51
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
77
0.83
93
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.7
2.3
83
0.81
102
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.9
0
109
1.03
106
1
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
0
56
0.86
65
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.93
0
127
0.94
135
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
96
0.79
122
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
0
106
0.93
114
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.3
0
113
0.93
122
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
86
0.94
91
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
0
96
0.79
122
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.8
82
0.93
88
0
56
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0.46
1.9
103
1.06
97
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.5
104
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109
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.9
0
77
0.82
94
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.5
2.1
79
0.99
80
0