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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
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
103
1.01
102
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
1.6
104
0.78
134
0
75
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.045
2
146
1.05
139
0
25
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.7
0
73
0.97
76
0
50
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.01
2.8
74
1.14
65
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.4
104
0.81
128
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
85
0.79
108
0
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
0
158
1.31
120
0
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
0
78
0.77
102
0
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
0
142
1.37
104
1
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
91
0.98
93
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.1
2.7
100
0.93
108
0
73
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
3.9
2.1
130
1.11
116
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
107
1.15
92
0
45
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
101
0.95
106
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.6
1.9
115
1.02
114
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
4.1
139
0.71
196
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52
0.8
28
0.86
33
1
55
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
1.9
107
0.74
144
0
71
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
1.3
93
0.81
115
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
74
0.86
86
0
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
2
79
0.81
98
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.79
1.2
117
0.85
138
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
2
128
0.94
136
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.59
0
80
0.82
98
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0
82
0.99
83
0
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
105
1.04
101
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.34
1.4
123
0.96
128
0
25
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.1
0
101
1.07
94
0
25
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
14
0
81
0.9
90
0
71
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0.01
0
146
0.93
156
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
104
1.12
92
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
96
0.87
110
0
58
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.8
0
63
0.86
73
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
82
1.07
77
0
35
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
3.9
0
83
0.85
97
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.045
1.8
102
1
102
0
35
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.045
2.1
71
1.1
64
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
81
0.86
94
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.5
81
0.86
94
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
91
0.91
100
0
45
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.1
0
93
1.16
80
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.3
2.4
111
1.15
97
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
0
114
1.06
108
0
57
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.1
0
76
1
75
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
84
0.95
88
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.3
104
1.03
101
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
0
87
0.93
93
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.6
1.2
95
0.93
102
0
45
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.065
4.6
210
1.11
190
2
54
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.4
0
98
1.01
97
0
46
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
2.2
97
0.77
125
0
33
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.1
104
0.85
122
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
0
155
1.05
148
0
38
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0.065
1.8
139
0
0
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.6
86
1.04
83
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0
87
0.85
103
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
2.1
82
0.92
89
0
58
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
164
1.1
149
0
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
6.6
1.6
92
1
91
1
33
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.16
5.2
183
0.83
220
0
72
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
114
1.11
102
0
77
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
0
114
1
115
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.7
96
0
0
0
53
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.05
2.2
89
0.83
107
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
123
0.91
136
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
77
0.67
115
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.1
2.2
145
1.23
118
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
96
0.82
118
0
68
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1.9
0
93
0.86
108
0
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
104
0.94
112
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.2
0
95
1.11
85
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.7
118
1.1
107
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.75
2.3
109
1.14
95
0
43
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.7
0
104
0.91
115
0
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
71
0.8
88
0
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.7
0
98
1.3
76
1
16
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
6.2
0
108
1.14
94
1
45
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.005
0
132
0.9
147
0
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
108
1.15
94
0
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.74
1.5
72
0.5
145
0
37
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.4
177
1.46
122
0
26
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0.08
1.7
174
1.23
142
0
30
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
1.9
147
1.03
143
0
50
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.3
2.1
107
1.07
100
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2
113
0.86
131
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
0
101
0.88
115
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0
125
1.07
117
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.5
125
1.14
109
0
88
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0
123
0.99
124
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.78
0
106
0.88
121
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
93
0.91
102
0
71
1
1
0
0
0
0
0
1
1
1
0
0
0
0
0
2.4
1.9
133
1.09
123
0
58
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2.4
0
122
1.12
108
0
68
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
128
0.68
188
0
36
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.22
4
191
0.98
194
0
75
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
124
0.86
144
0
75
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.76
0
138
0.96
143
0
16
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
3
135
1.02
131
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
118
1.22
97
0