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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
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
0
151
1.14
133
0
46
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
2.4
103
1.06
97
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
2.3
96
0.65
148
0
19
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
2.1
1.9
142
1.61
88
0
19
1
0
0
0
0
0
0
0
1
1
0
0
0
0
1
4.1
2.6
124
1.3
95
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
141
0.75
188
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0
114
0.95
120
0
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.4
85
0.93
91
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.2
116
1.14
102
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
1.6
99
0.94
105
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0.8
48
0.7
69
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
1.2
108
0.9
120
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.86
1.7
95
0.96
99
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.58
0
120
0.93
129
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.4
2.3
110
1.16
95
0
61
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
0
155
1.33
117
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.8
96
0.91
106
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.3
118
0.97
120
0
45
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
3
0
102
0.88
116
0
33
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1.6
0
85
1.02
83
0
54
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
10
2.2
81
1.09
74
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.1
95
0.97
98
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
92
0.86
107
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2
104
0.94
111
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
107
1.11
96
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.83
1.4
76
0.74
103
0
36
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.21
0
104
0.95
110
0
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.075
2
99
0.86
115
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
2.7
132
1.7
78
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.7
2.8
92
1.22
75
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
1.4
116
0.81
143
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.4
102
0.71
144
0
73
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
6.4
0
97
0.87
112
1
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.2
3
95
1.34
71
0
69
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.08
2.4
132
0.95
139
0
42
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.07
2.2
138
0.85
162
0
90
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.6
91
0.96
95
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
2.1
87
0.83
105
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.7
2.6
57
0.94
61
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
0.8
73
0.75
97
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
2.1
88
0.96
92
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
3.2
148
1.14
130
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.6
114
0.95
120
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
0
60
0.95
63
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
2
142
1.03
138
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.83
0
123
1.15
107
0
46
1
1
0
0
0
0
0
1
1
1
0
0
0
0
0
5.3
1.6
93
0.91
102
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34
0
123
1.07
115
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
125
1.16
108
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.9
110
0.93
118
0
78
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
4.4
0
120
0.76
158
0
60
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.5
0
137
0.82
167
0
63
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
6.7
1.5
101
0.65
155
1
68
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103
0.97
106
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17
2.7
90
0.74
122
1
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
106
1
106
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.299999
1.5
57
0.69
83
1
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
0
98
0.84
117
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
1.7
130
1.02
128
0
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.2
91
1.04
88
0
50
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
182
1.31
140
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.3
2.2
123
1.09
113
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
2.3
69
0.91
76
0
59
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0.28
0
114
0.94
121
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.065
3.9
186
0.94
198
2
76
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.075
2.6
157
1.09
144
0
40
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
138
0.95
145
0
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.3
122
0.99
123
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.45
1.2
133
0.94
142
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
0
63
0.88
72
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.4
127
1.2
106
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.1
90
0.89
101
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.4
93
0.77
121
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.8
181
1.26
144
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
2.3
76
0.86
88
0
75
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.73
2.2
106
0.74
143
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.1
3.4
135
1.05
129
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.9
1.2
97
0.91
107
0
38
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2
2.3
122
0
0
0
43
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103
1.2
86
0
66
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.08
1
141
0.75
188
0
84
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.9
2.5
137
1.1
125
0
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.3
101
0.81
125
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.87
2.8
113
1.18
96
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.7
2.3
91
0.99
92
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
2.3
126
1
126
0
44
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
3.2
2.5
88
1.02
86
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.085
2.2
130
0.91
143
0
65
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
1.6
142
1.01
141
0
65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.3
3.3
130
1.21
107
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
1.7
81
0.96
84
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.7
109
0.82
133
0
42
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1.9
2.2
126
0.97
130
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
1.6
144
1.09
132
0
20
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2
3.1
135
1.17
115
0
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
66
0.78
85
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
2
86
0.86
100
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.2
135
1.07
126
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.59
1.2
89
0.9
99
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.1
92
0.84
110
0