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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
37
1
0
0
0
0
0
1
0
0
1
0
0
1
0
0
0.57
2.6
159
1.39
114
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
0
68
0.62
111
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
100
0.83
121
0
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
58
0
74
0.9
82
1
67
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035
0
124
1.04
119
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
1.3
80
1.02
79
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
3.1
119
1.08
109
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2
76
1.03
73
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
0
87
0.89
98
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
1.6
75
0.76
99
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
99
0.96
104
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26
2
89
1.5
59
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
1.7
120
0.98
122
0
75
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
0
109
0.85
128
0
30
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.6
1.7
82
1.03
79
0
33
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.045
0
112
0.83
134
0
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.035
4.4
195
0.82
237
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.76
0
105
0.85
124
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
68
0.64
106
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.5
96
0.88
109
0
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
131
1.01
131
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
81
0.85
95
0
72
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5.8
1.4
107
1.07
100
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
113
0.97
117
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
91
0.71
128
0
50
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.66
0
127
0.97
131
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70
0
63
1.19
53
1
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57
0.85
65
0
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
2.2
115
1.02
114
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.45
2.1
107
0.9
119
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
123
1.16
107
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.59
1.5
116
0.93
124
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.4
113
0.85
132
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
2.2
129
0.97
133
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.69
2.3
138
1.04
133
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1.3
105
0.94
112
0
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.2
103
1.2
86
0
47
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.1
0
117
1.09
107
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55
0.9
45
1.04
43
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.57
1.4
75
0.72
104
0
55
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015
1.9
115
0.77
149
0
55
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0.59
0
118
1.03
114
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
128
0.98
131
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015
2
93
0.97
96
0
52
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
44
2.5
66
1.22
54
1
83
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.77
1.44
123
0.99
124
0
70
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
2.3
1.2
107
1.01
105
0
39
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.015
1.5
84
0.99
85
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.84
1.5
100
0.74
135
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.42
1.8
120
0.94
128
0
52
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1.2
1.7
92
0.76
121
0
47
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
2
104
0.87
120
0
35
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.44
1.8
94
0.86
110
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.7
1.9
115
1.07
107
0
33
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.015
5
244
0.67
362
2
51
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
130
0.86
151
0
46
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
1.4
2.2
122
1.03
119
0
55
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.98
0
107
0.99
107
0
54
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.9
0
113
0.9
125
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
74
1.05
70
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
1.3
118
1.12
105
0
18
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.1
0
147
0.95
154
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
0
95
1.08
88
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
72
0.75
96
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
114
0.89
129
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.7
1.6
76
0.81
95
0
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.82
2.1
124
1.03
121
0
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
2.6
85
0.89
96
0
42
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.1
93
0.78
119
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0.9
105
0.61
173
0
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.1
2.3
60
0.89
68
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.2
84
0.67
125
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1
77
0.86
90
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
67
0.71
95
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.8
109
0.97
112
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60
0.3
13
0.99
13
1
73
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.005
0
102
0.89
115
0
47
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
3.4
2.2
102
1.02
101
0
21
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
132
0.87
152
0
31
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
5
0
141
1.09
130
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
0
103
0.65
158
0
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
2
111
0.8
138
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
141
1.12
126
2
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.2
95
0.96
100
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
0
85
0.92
92
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
0
98
0.94
104
0
76
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.005
0
143
0.76
189
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.7
2
102
0.96
106
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
0
70
0.9
78
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
73
0.79
92
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1.6
71
0.82
86
0
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
0
88
0.87
100
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
7.1
184
1.03
177
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
119
1.12
106
0
26
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
9.4
0
70
0.95
74
1
39
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
4.3
2.4
135
1.51
89
0
73
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.005
3.6
119
0.9
133
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
98
1.06
92
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
1.8
92
0.85
108
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
117
1.21
97
0