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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
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
84
0.77
110
0
60
0
1
0
0
0
0
1
0
0
1
0
0
0
0
0
0.075
1.3
131
0.93
142
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.6
77
0.85
90
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.43
0
93
0.93
100
0
72
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.45
0
119
1.15
104
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.61
1.7
108
0.8
135
0
35
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
0
100
0.98
102
0
46
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
3.8
148
0
0
0
62
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.9
2.1
116
1.12
103
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
1.6
131
0.95
138
0
28
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
0
172
1.71
101
0
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.8
82
0.92
89
0
66
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
48
0.5
4.2
1.36
3.1
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
123
1.18
104
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
4.4
0
136
1
136
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.299999
0
115
0.86
134
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
88
0.78
113
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
157
1.06
148
0
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
65
0.76
86
0
37
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.1
184
1.41
130
0
42
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.4
2.3
95
0.98
97
0
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
79
0.86
92
0
67
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.9
101
0.96
105
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
110
0.81
137
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
0
57
0.65
87
0
74
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.5
0
112
0.96
116
0
56
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.7
0
127
0.94
136
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
1.4
95
0.9
105
0
38
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1.1
1.8
81
0.87
93
0
63
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
4.1
1.8
100
1.21
83
0
57
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0
142
0.87
163
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28
0
85
1.01
84
1
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
0
139
0.89
156
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
0
90
1.03
87
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28
0
86
1.02
84
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25
0
33
0.96
34
1
52
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.1
144
1.25
115
0
68
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
0
100
0.91
110
0
24
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.5
3.1
119
1.23
97
0
22
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.055
6.2
386
1.02
378
2
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.8
100
0.91
110
0
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
95
0.63
151
0
76
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.3
0
83
0.96
87
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.4
133
1.09
122
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.9
0
100
0.81
122
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
11
2.1
75
1.01
74
1
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.79
1.3
108
0.76
141
0
33
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.42
0
125
0.86
145
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
149
1.06
140
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
76
0.71
107
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
141
0.05
3
1.06
3
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
85
0.79
107
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
1
126
1.08
117
0
64
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
119
1.01
119
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0.9
112
0.94
119
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.6
81
1.1
74
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
1.5
82
1.13
73
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
125
1.09
114
0
30
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
0
103
0.79
130
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.77
1.5
141
1.05
134
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.61
0
123
0.96
128
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7
0
77
0.98
78
1
66
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
0
80
0.72
110
0
62
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
0
118
0.87
136
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21
1.4
88
0.77
115
1
53
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.29
0
75
0.47
160
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
152
0.99
154
0
37
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.69
0
123
0.97
128
0
37
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.6
0
142
1.23
115
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
5.3
116
0.97
119
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.8
148
0
0
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1.3
127
1.11
115
0
30
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0.99
1.9
119
0.83
143
0
30
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.9
107
0.85
126
0
74
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.36
1.3
96
0.75
129
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
0
111
1.02
109
0
54
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.065
1.7
148
0.95
155
0
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.8
2.6
111
0.87
127
0
55
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.3
143
0.95
151
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.1
100
0.77
130
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
1.5
99
0.9
110
1
77
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.7
1.9
80
0.9
90
0
74
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.19
1.9
109
0.97
112
0
24
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.04
2.5
116
0.89
131
0
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
1.2
53
0.79
67
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
63
0.89
71
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.75
0
98
0.72
135
0
84
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
92
0.63
146
0
84
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
4
2.4
123
0
0
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
2.2
126
0
0
0
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0.5
134
0.73
183
0
42
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2
1.8
126
0.91
138
0
56
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
109
0.89
122
0
75
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
1.6
93
0.96
96
0
32
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
157
1.05
150
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.7
2.1
124
0.95
131
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
90
0.79
114
0
32
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.2
0
104
0.96
108
0
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.9
1.7
75
0.97
77
0
17
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.2
0
153
1.31
116
0