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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
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.3
113
1.1
103
0
47
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.02
1.9
111
0.93
119
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.5
2.3
90
0.91
99
0
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.9
63
0.81
78
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
2.8
109
0.9
121
0
51
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
58
0
77
1.11
69
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2
88
0.95
92
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2
93
0.91
102
0
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.8
82
0
0
0
19
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.8
1.8
92
0
0
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
1.8
124
0.99
125
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
2.3
118
1.3
91
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.58
2.5
89
0.99
89
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
87
0.84
103
0
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2
90
0.85
106
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.3
85
0.79
107
0
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.4
74
1.16
63
0
25
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
1.1
2.6
212
1.75
121
0
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.7
99
1
99
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.6
102
1.07
96
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
1.5
111
0.98
114
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
1.4
117
1.02
114
0
35
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
230
1.5
36
1.34
27
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
90
0.89
101
0
2
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025
0
145
0.93
155
0
69
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.9
0
73
0.93
79
0
84
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
88
0.87
100
0
69
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
0.71
0
91
0.94
98
0
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9
0
95
0.87
110
1
62
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
126
1.24
101
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.8
2.5
147
1.13
129
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.8
2.1
103
0.92
112
0
51
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
2
0
109
0.91
120
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
0
97
0.69
141
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22
0.2
4
1.01
4
1
59
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
9.7
0
81
0.96
84
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.31
2
123
1.15
107
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.72
1.2
61
0.87
70
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.9
109
0.78
139
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.6
105
0.87
120
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.6
138
1.58
88
0
16
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
1.5
140
0.89
157
0
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2
97
0.88
110
0
57
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
142
0.93
153
0
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.1
1.6
182
0
0
0
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.9
111
1.08
102
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.3
2.5
114
1.07
106
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.57
1.3
156
1.39
112
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.81
2.3
103
1.02
100
0
68
1
1
0
0
0
0
0
1
0
1
0
0
0
0
0
2.6
2
152
1.41
108
0
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.5
113
0.76
149
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.7
1.9
67
0.95
72
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.4
1.5
102
0.96
106
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
2.1
127
1.24
102
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.3
119
0.88
135
0
29
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
24
0
63
1.2
53
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.4
124
0.86
144
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.3
111
0.92
120
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
1.5
85
0.84
102
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.5
2.1
113
1.02
111
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2.7
102
0.94
109
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2
124
0.96
130
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
2.5
90
1.03
88
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
1.7
74
1.07
69
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.8
99
0.83
119
0
79
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
2
107
1.04
104
0
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.099999
3.4
94
0.92
102
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2
68
0.87
78
0
20
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.02
2.6
106
0.91
116
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.4
105
0.83
125
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.56
1.3
70
0.93
75
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
1.8
102
0.92
111
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
104
1.06
98
0
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.2
109
0.78
140
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.6
107
1.15
93
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2
143
1.31
109
0
74
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.5
2.4
100
1.07
93
0
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.7
2.1
73
0.74
98
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2
84
0
0
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.4
106
1
106
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
2.2
83
0
0
0
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.9
83
1.08
77
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
141
1.17
120
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.93
1.7
81
0
0
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
1.9
123
1.16
106
0
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
1.5
83
0.78
106
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.045
2.5
157
1.07
147
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
0
131
0.91
144
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.055
1.7
75
0.81
93
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
110
0.96
114
0
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
2.1
107
0.99
108
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60
0.7
14
1.11
13
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47
0.2
2
0.84
2
1
52
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.93
1.3
86
0.64
134
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
1.9
61
0.82
74
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.73
2
92
0.95
97
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1.9
83
0.9
92
0
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.8
142
0.99
144
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
2.1
87
0.95
91
0
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.83
2.2
79
0.8
99
0