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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
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.61
1.8
96
1.03
94
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.3
77
1.04
74
0
64
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.4
2
101
0.94
107
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.1
112
1.11
101
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.8
84
0.91
93
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.099999
2
72
0.9
80
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.32
2.5
169
1.14
149
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
1.5
88
0.98
90
1
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
8.9
1.2
67
0.75
89
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
3
114
0.93
122
0
37
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
13
2.5
96
1.33
73
1
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
92
1.06
87
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
2.4
100
0
0
0
67
1
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1.3
2.2
104
0.92
114
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
1.8
98
0.99
99
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
1.8
94
0.88
107
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
1.8
109
0.91
119
0
40
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.47
0
89
0.89
100
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.58
0
102
0.84
121
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
105
0.9
116
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
98
0.85
115
0
18
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.5
0
116
1.05
111
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.95
2.5
119
1.04
114
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
1.6
126
1.02
123
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.2
75
0.85
88
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.6
140
1.01
138
0
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.5
106
0
0
0
63
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
80
0.84
95
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.4
73
0.89
82
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
2.5
108
0.96
113
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.3
113
0.96
118
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.88
1.5
113
0.74
153
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.3
74
0
0
0
61
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
2.3
150
1.2
125
0
89
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.6
108
0.92
118
0
89
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
2.2
105
0.94
112
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.86
2.7
94
0
0
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
1.3
100
0.86
117
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.6
86
0.8
107
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.89
2.6
95
1.01
95
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.5
81
0.91
89
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.7
87
0.85
102
0
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
2.1
66
0.66
99
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
530
2
10
1.12
8.5
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.8
87
1.16
75
0
88
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.2
101
1
101
0
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.1
2.4
81
0.97
84
0
34
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
2.7
104
1.01
103
0
52
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.01
2.4
108
0.7
154
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.8
2.4
96
1.06
90
1
58
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
18
2.1
68
1.08
63
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.52
2.1
100
0
0
0
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.6
87
0
0
0
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.6
129
1.18
109
0
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.4
137
1.35
101
0
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.5
97
1
85
0
88
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.83
1.5
89
0.94
95
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
2.3
87
0.93
94
0
67
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015
4.2
188
1.39
135
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.7
138
1.34
103
0
53
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0.03
0
52
1.09
140
0
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.6
88
1.01
87
0
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.3
129
1.29
100
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
2
82
0
0
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.7
137
1.19
115
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.3
83
1.19
69
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.2
124
1.12
111
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2
78
0.84
93
0
69
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
1.8
163
1.09
149
0
69
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1.3
1.7
116
0.95
122
0
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.5
101
0.89
113
0
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.59
2.1
119
1.08
110
0
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2.3
129
1.24
103
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
2.4
61
0
0
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
1.8
93
1.04
89
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.8
68
0.79
86
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
1.6
106
0.88
120
0
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
2.6
93
1.18
79
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
99
1.13
88
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
116
0.95
122
0
53
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.62
1.7
116
1
116
0
82
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.1
1.7
99
0.91
108
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.7
119
1.36
88
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
2.2
113
1.17
97
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.84
1.3
66
1.17
56
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.8
76
1.02
75
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.9
81
0.83
98
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
2.2
103
1.1
93
0
57
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.01
2.9
98
0.87
113
0
80
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.005
2.7
101
0.84
121
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.74
2.9
100
1.06
95
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
1.4
85
1.12
77
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.3
124
1.25
99
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.77
1.8
109
0.92
118
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2.2
105
1.01
105
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.4
62
0.72
85
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
1.5
117
0.94
125
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2.4
112
0
0
0
73
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2
1.6
116
0.93
125
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.9
1.4
96
0.88
109
0