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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
44
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
91
0.9
101
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
49
0.4
9
1.05
9
1
31
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0.3
2.1
178
1.68
106
0
17
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0.3
2.8
147
1.28
116
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.4
118
0.91
129
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
125
0.95
132
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
1.7
84
0.67
127
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.4
83
0.99
84
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
1.4
63
0.48
133
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
1.8
91
0.83
111
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.2
85
0.94
91
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.2
103
0.98
105
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
6.2
207
0.89
232
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.5
125
0.98
128
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
152
1.41
108
0
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.2
118
1.01
117
0
51
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
2.5
1.9
116
1.09
106
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.7
109
0.95
116
0
14
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.1
102
1.06
96
0
39
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.2
0
82
0.79
105
0
51
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0.1
1.7
90
0.7
129
0
26
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
5.5
0
124
1.02
121
0
73
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0.1
2.5
156
0.95
120
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.3
108
0.73
147
0
67
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0.1
0
113
1.15
98
0
63
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0.1
1.5
152
1.2
127
0
27
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
2.3
2.5
70
1.02
68
0
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
1.4
106
1.13
94
0
64
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.2
129
1.03
125
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.7
99
0.82
109
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
117
1.04
113
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
108
1.06
101
0
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.2
81
0.82
98
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.9
95
0
0
0
24
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
2.5
72
0.78
92
0
77
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5
1.9
116
1.08
108
0
77
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.4
1.4
105
0.99
106
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.85
188
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
91
0.75
122
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.1
139
0
0
0
47
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.7
1.4
76
0.76
99
0
50
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
122
0.75
162
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
4
1.9
78
0.91
86
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.5
69
0.63
110
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.4
106
0.86
123
0
28
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.2
2.2
102
0
0
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.8
94
0.93
101
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.2
96
0.78
124
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.9
98
1.1
89
0
22
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0.1
0
129
0.83
155
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82
0.6
10
0.94
10
1
36
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
4.4
0
90
1.01
89
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
100
1.04
97
0
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.6
1.5
100
0.88
113
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
2.1
109
1.1
99
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.5
112
1.04
108
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
113
0.9
125
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.6
110
0.77
143
0
71
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
2.3
1.8
111
1.03
108
0
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77
0.3
18
1.06
17
1
76
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
34
1.7
61
0.88
70
1
20
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
92
0
39
1.21
32
1
38
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
90
0.95
95
0
78
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
84
0.89
95
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
64
0.86
74
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.1
94
1
94
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
1.5
66
0.72
92
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.8
104
0.97
108
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
1.4
65
0.87
75
0
22
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0.15
2
87
0.9
98
0
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
88
0.8
111
0
55
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.5
89
0.72
124
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.7
109
0.8
137
0
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
1.6
104
0
0
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.6
111
0.97
114
0
18
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
2.5
2.7
131
0.89
149
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.2
86
0.75
116
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.7
244
0.95
256
2
57
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.6
1.3
93
0.78
118
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.6
103
1.07
96
0
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.4
71
0.79
91
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.8
84
0.95
89
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.2
1.4
109
0.82
134
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.3
1.6
94
0.84
112
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.1
110
0.92
120
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.4
123
0.99
124
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.7
2
76
1
77
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.6
69
0.94
73
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.1
86
0.84
103
0
69
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
2.3
151
1.11
137
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.4
95
0.78
122
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.4
70
0.96
73
0
63
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
156
1.01
154
0
28
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.8
83
0.95
88
0
51
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.5
72
0.68
106
0
50
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
34
0
55
0.93
60
1
40
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.15
3.5
126
0.78
162
0
48
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
103
1.05
99
0
48
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.8
87
0.89
98
0
15
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
35
2
19
0.95
20
1