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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
70
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
3.2
0
70
0.68
104
0
30
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0.15
2.7
216
1.68
128
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.6
95
0.8
119
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.7
127
0.93
136
0
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.4
77
0.88
88
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.9
93
0.78
119
0
64
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
113
1.1
102
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.3
115
1.04
110
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
1.8
82
1
82
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.9
143
1
143
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.1
89
0.96
97
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.6
123
0.99
124
0
59
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.15
2.4
113
1.23
91
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
2.3
116
1.11
104
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.3
105
0.96
110
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.9
106
0.97
109
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19
1.3
69
0.99
70
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.1
106
0.99
107
0
32
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0.1
0
107
0.93
115
0
52
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.1
2
98
1.15
85
0
37
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.3
2.2
126
1.28
99
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.3
1.3
125
1.07
117
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
100
1.02
98
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.1
89
1.01
88
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
79
1.07
74
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
89
0.92
97
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2.4
112
1.26
88
0
73
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
3.1
1.4
104
1.12
93
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.8
126
1.29
98
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.6
90
0.87
103
0
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.2
111
1.16
96
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.5
105
1.03
103
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.8
109
0.97
113
0
24
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
153
1.47
104
0
28
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.1
1.9
95
1.01
94
0
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
2.1
88
1.11
79
0
64
1
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0.2
1.8
146
1.38
106
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2.3
121
1.25
97
0
53
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0.4
0
99
1.01
99
0
75
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.8
122
1.09
116
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
74
0.89
83
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.2
83
1.14
73
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.15
1.6
97
1.96
101
0
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.8
100
0.84
119
0
43
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
16
1.9
63
1.08
57
1
32
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.1
92
1.05
88
0
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2
123
1.18
105
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1
77
0.8
96
0
66
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.5
0
89
1.03
87
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.4
102
0.96
106
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
72
0.85
84
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.6
100
1.06
94
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
100
1
100
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.4
118
0.96
122
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.7
100
1
100
0
31
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0.15
1.7
132
1.3
101
0
70
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.15
1.2
94
0.93
101
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
1.7
79
0.92
85
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1.2
87
0.9
96
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.3
101
0.89
114
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.5
100
0.93
107
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2
117
1.12
104
0
17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
92
0.96
96
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.7
94
0.98
96
0
24
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0.15
2.8
159
1.39
114
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
1.4
57
0
0
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.7
95
0.89
107
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.15
1.6
119
1.09
109
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.15
2.5
131
1.19
110
0
59
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.15
4.9
116
0.94
123
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.5
110
0.77
144
0
72
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0.15
2.6
110
1.02
107
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.7
71
0.84
84
0
36
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.2
160
1.43
111
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2
99
0.89
111
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
1.5
80
0.99
81
0
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.299999
1.9
111
1.1
101
1
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2.2
111
1.08
103
0
43
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
3.7
1.2
107
1.23
87
0
67
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
120
0.9
134
0
25
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
3.3
164
0.95
172
2
78
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
1.8
107
0.86
124
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.1
111
1.03
108
0
43
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
1.8
117
1.1
107
0
62
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
4.6
0
135
1.02
132
0
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
1.2
57
1.28
44
1
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.5
86
0.98
88
0
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.8
98
1
98
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.1
74
1.11
67
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.9
112
1.02
109
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.7
80
0.96
83
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.5
93
0.9
104
0
37
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.1
118
0.76
155
0
63
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.1
99
0.92
107
0
63
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5.5
1.7
103
0.96
107
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
102
0.9
113
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.1
96
0.88
108
0
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.3
100
0.91
110
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.3
147
1.06
139
2
86
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0.6
1.3
135
1.16
117
0