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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
3
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.5
0
77
0.76
101
0
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.2
89
0.82
109
0
71
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
29
0
57
1.08
53
1
87
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.5
96
0.8
120
0
83
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.7
1.3
100
0.83
121
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
1.3
113
0.84
135
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2
80
1
80
0
39
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.7
0
77
0.65
118
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
1.6
91
1.04
88
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14
0
123
1.11
111
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10
0
111
0.85
131
1
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.5
63
0.57
111
0
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
115
0.71
162
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2
125
1.12
112
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
1.1
129
0.8
162
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
100
1.06
94
0
13
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
2.9
0
104
0.87
120
0
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.5
103
0.86
120
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.5
128
0.89
144
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.5
95
0.98
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0
49
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
3
2.2
91
0.86
105
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.72
0.7
123
0.73
168
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.6
100
0.89
112
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
0
132
0.76
174
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.83
2.1
127
1.01
126
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
111
1.04
107
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
1.8
97
0.85
114
0
42
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
1.3
93
0.67
139
0
29
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
0.19
1.7
147
0
0
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.6
136
1.15
118
0
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
90
0.87
103
0
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
84
0.78
108
0
59
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
11
1.6
120
0
0
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.7
104
0.9
116
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.4
77
0.7
110
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.2
119
0.92
129
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.8
78
0.65
121
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
77
0.63
122
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.48
1.5
92
0.85
108
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.6
98
0.88
111
0
15
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3.1
0
88
0.74
119
0
47
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.2
0
98
0.74
132
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.4
137
1.19
115
0
54
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
6.5
1.9
88
1.02
86
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.71
2.5
94
0.94
100
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61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
1.2
107
0.86
122
0
70
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
1.9
1.3
136
0.8
170
0
47
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1.9
1.7
109
0.89
123
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
73
1
25
0.99
25
1
58
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.63
1.6
107
0.93
115
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.8
118
0.97
122
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.9
98
0.95
103
0
63
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
3.2
1.7
87
0.75
116
0
36
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
2.9
2
96
0.91
106
0
63
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0.085
1.9
186
0
0
0
45
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
12
0
137
0.74
185
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
0.7
131
0.74
177
0
59
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.8
0
89
0.85
105
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.9
115
1.19
97
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2
99
0.83
119
0
72
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
125
0.97
129
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
151
1.02
148
0
26
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.39
1.8
147
0.79
185
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
2.5
89
0.95
94
0
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.5
1.2
90
0.86
105
1
33
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
2.1
108
0.92
117
0
58
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
6.4
2.3
85
1.06
80
1
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.7
129
0.95
136
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.099999
2.1
118
1.05
112
1
86
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.9
1.5
73
0
0
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.3
93
0.82
113
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
2.4
100
0
0
0
60
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1.7
2.6
113
0.9
126
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
0
82
0.74
111
0
34
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.1
0
111
0.96
116
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
150
1.06
142
0
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17
1.6
89
0.69
129
1
31
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0.14
1
103
0.66
156
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
0
98
0.9
109
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.5
102
0.8
128
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
1.5
94
0.94
100
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
91
0.84
108
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.55
0
81
0.57
142
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0.9
83
0.65
128
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
2.4
88
0.62
142
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.5
93
0.78
119
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.9
107
0.93
115
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.5
97
0.85
114
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.065
3.4
133
0.53
251
0
76
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1.3
2.4
97
0.99
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0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.4
135
1.01
135
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
1.6
122
0.79
154
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
120
0.96
125
0
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
100
0.87
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0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.4
72
0.47
153
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56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.7
93
0.73
127
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
2.1
87
1.05
83
0
35
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.3
0
127
1.11
114
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.8
95
0.91
104
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
0
108
0.95
114
0