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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
30
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1.2
85
0.93
91
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
1.9
142
1.02
139
0
22
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1.5
1.3
85
1.02
82
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0.3
90
0.9
100
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
1.12
10
0
52
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.1
1.5
136
1.08
126
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.3
117
1.12
104
0
97
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
1.3
84
0.97
87
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80
0.4
42
0.8
53
1
62
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
260
0.05
4
1.27
3
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
1.3
89
0.83
107
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.3
136
1.11
123
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.6
101
0.9
112
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
2
136
1.18
115
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
112
0.79
142
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
135
0.64
211
2
6
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.9
0
139
0.99
140
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
138
0.98
141
0
64
1
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0.4
1.3
149
1.27
117
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
1.7
113
1.06
107
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1.7
98
0.98
100
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
141
1.2
118
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
1.2
103
0.98
105
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
1.6
107
1.12
96
0
20
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
2
2.1
116
1.19
97
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
1.3
118
1.16
102
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.4
93
0.78
119
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.6
81
0.94
86
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2
148
0.99
149
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.3
86
0.97
89
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8
1.6
58
0.36
161
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
117
1
117
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.7
132
1.09
121
0
20
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.4
0
148
1.2
123
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.6
120
1.05
114
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.3
117
1.03
114
0
14
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
155
0.93
166
2
26
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
6.6
1.7
96
0.99
97
1
68
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1.6
2.1
120
1.1
109
0
53
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
8.5
1.7
93
0.91
102
1
12
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
93
1.18
79
0
62
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
5.1
1.7
81
0.96
84
0
74
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.2
92
1
92
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.2
118
1.13
104
0
55
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.7
1.7
74
0.99
75
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.2
68
0.72
94
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
1.7
76
0.83
92
0
78
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
1.7
106
1.03
99
0
85
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
138
1.1
27
1.19
23
1
59
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1.4
0
107
1.04
103
0
35
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1.3
81
1.14
71
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
86
0.88
98
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
1.16
91
0
75
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.3
1.8
94
0.75
125
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
118
0.97
122
0
60
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.5
1.6
95
0.73
130
0
60
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
0.9
87
0.87
100
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
97
0.91
107
0
42
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.7
59
0.71
83
0
48
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.9
104
1
104
0
65
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.9
1.3
124
0.86
145
0
77
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
9.799999
1.4
134
1.09
123
1
23
1
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0.1
2.8
201
1.14
176
2
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
95
1.02
93
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.7
100
0.97
102
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.5
140
1.3
108
0
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
0
140
1.04
134
0
27
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1.4
2.2
149
1.29
115
0
26
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
212
0.82
257
2
73
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
1.5
115
1.08
106
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
1.2
79
0.76
104
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.7
102
0
0
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1
148
0.91
163
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.1
115
0
0
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56
0.6
23
1.01
22
1
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.7
1.8
102
1.09
94
0
72
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
3.2
333
0.74
450
2
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.1
1.3
101
0.84
120
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8
1.3
83
0.85
98
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
117
0.88
134
0
43
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1.5
98
1.05
93
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
90
0.93
97
0
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.9
93
0
0
0
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.5
97
1.02
95
0
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
104
0.93
112
0
47
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
120
1
120
0
28
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
0
139
0.96
145
0
35
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
113
0.91
124
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.7
93
0.99
94
0
85
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
44
2
38
1.03
37
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
1.5
85
0.84
101
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
1.9
119
0.96
124
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.6
113
0.87
130
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.6
72
1.05
69
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2.3
102
0.82
124
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.7
136
0.96
142
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.9
106
1.03
103
0
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.7
97
0.98
99
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.9
104
1.04
100
0
19
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.15
0
106
1
106
0