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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
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65
0.7
28
1
28
1
24
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
2.7
116
0.82
143
0
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2.2
99
0.82
120
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
3
161
0.93
174
2
55
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
10
2.1
65
0
0
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.5
109
0.75
145
0
22
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
2.3
87
0.89
98
0
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.3
81
1.01
80
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
1.9
65
0
0
1
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.8
199
1.46
137
0
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
2.5
100
0.98
103
0
41
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6
1.9
114
1
114
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.4
75
0.74
101
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.6
74
0.89
83
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.15
2.9
132
1.14
116
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.1
105
1.02
100
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.3
130
1.24
105
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
2.3
120
1.03
117
0
28
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
138
1.21
115
0
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
67
0.93
73
0
89
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.4
105
0.95
110
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
2.2
104
1.02
102
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.9
121
1.04
116
0
85
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.1
100
1.06
95
0
30
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
96
0.93
103
0
70
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.2
2.7
79
0.98
81
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.9
66
0.71
93
0
60
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
12
2.2
71
1.4
51
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.6
134
1.2
112
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2.2
140
1.14
123
0
21
1
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0.2
2.5
108
1.13
96
0
21
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1.3
1.8
95
0.96
99
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
2.1
86
0.92
93
0
66
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
3.8
2.1
79
1.07
74
0
57
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
121
0.79
153
0
57
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
104
1.07
97
0
28
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
2.3
116
1.13
103
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
91
1.01
90
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21
1.2
72
0
0
1
43
1
0
0
0
0
0
0
1
0
1
0
0
0
0
0
3.5
1.7
99
1.14
87
0
51
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
1.9
101
1.08
94
0
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
91
0.93
98
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
3.1
134
1
134
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.3
119
1.11
107
0
65
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.5
0
90
1.09
83
0
53
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.25
2.1
145
1.03
141
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.25
1.7
83
0.92
90
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2
77
0.75
103
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.3
77
0
0
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
2.2
89
0
0
0
37
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
0
133
0.98
136
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.6
103
0.9
114
0
34
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.6
2.3
76
1.05
73
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.3
123
1.15
106
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.3
83
0.97
85
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2
83
0.87
96
0
63
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.8
2
93
1.04
89
0
75
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.3
1.3
88
0.85
103
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
100
0.4
10
1
10
1
54
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
95
0.88
109
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.9
76
0.83
92
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
1.8
93
0.9
103
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35
1.4
78
0.98
80
1
39
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
1.9
94
0.93
101
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.3
120
1.43
83
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.8
134
1.02
131
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.2
81
0.99
82
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
1.2
86
0.85
101
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
82
0.73
112
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
2.1
78
0.82
95
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2.3
87
0.94
93
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.4
115
0.97
118
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2
106
1.05
101
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
90
1.16
77
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
2
116
0.99
117
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
98
1.02
96
0
41
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0.2
0
430
1.09
395
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.5
61
0.91
67
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2.1
139
1
139
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.3
103
1.08
95
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
2.1
102
0.93
110
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.8
99
1.03
96
0
82
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.2
1.4
113
0.85
132
0
20
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0.2
3
135
1.29
105
0
11
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89
0.89
100
0
13
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
94
0.91
103
0
61
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0.15
2.1
97
1.03
95
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
1.8
93
0.95
98
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2
101
1.01
100
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0.1
50
0.31
161
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
2.2
72
1.18
62
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2
109
1.09
100
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.6
101
1.09
92
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103
1.14
91
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.5
113
1.06
106
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.9
83
0.67
124
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
2.1
55
0.85
65
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.1
107
1.05
103
0
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.3
150
1.42
106
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.1
2.8
138
1.13
122
0