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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
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
1.5
126
0.95
133
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
112
0.73
153
0
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
78
0.55
142
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
2.4
98
0.93
105
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
0
109
1
109
0
76
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.45
0
184
1.21
152
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.96
0
95
0.82
116
0
66
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.3
94
0.89
106
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.5
0.2
44
0.64
69
0
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22
1.5
107
0.91
118
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.81
1.1
143
0.91
157
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.3
120
0.94
128
0
72
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3.8
1.2
122
1.17
104
0
75
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.7
3.1
90
0.96
94
0
67
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.77
0
95
1.02
93
0
26
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
3.1
2.6
95
0.89
107
0
81
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1.2
2.3
89
1.14
78
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
75
0.91
82
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0
89
0.97
92
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0
147
0.95
155
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.2
109
0.86
127
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.4
0
94
0.83
113
0
47
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.4
0
135
1.06
127
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
77
0.9
86
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.6
0
134
0.86
156
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.93
0
114
1.02
112
0
45
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
2.5
0
108
0.98
110
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
6.5
0
133
1.26
106
1
33
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
41
0
95
1.02
93
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
0
83
0.86
97
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
0
98
1.01
97
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
0
91
0.8
114
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
134
1.03
130
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
97
1.05
92
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
84
0.82
102
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.7
0
118
0.99
119
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
99
0.94
105
0
51
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.4
2.3
122
1.1
111
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.6
83
1.01
82
0
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
1.6
75
1.09
69
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
157
1.05
150
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
2.2
134
0.97
138
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.5
1.2
151
1.14
132
0
33
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
6.7
0
90
1.02
88
1
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.24
2.7
117
1.08
108
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
2.4
96
0.98
98
0
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.075
3.3
239
1.28
187
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
97
0.71
137
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
0
75
1
75
0
54
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.075
5
216
0.86
251
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47
0
92
0.91
101
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.4
1.9
126
1.18
107
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
0
90
0.77
117
0
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
61
0.77
79
0
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
2.1
93
0.96
97
0
73
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.3
2.1
139
1.15
121
1
49
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.1
3.1
139
1.14
122
0
62
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
98
1
98
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
1.6
109
0.83
131
0
45
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1.7
1.8
94
0.86
109
0
45
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.3
2.2
98
0.93
105
0
76
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.26
0.1
34
0.61
56
0
35
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1.1
1.8
111
1.02
109
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.085
4
221
1.09
203
2
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.32
0
99
1.01
98
0
39
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.105
4.1
131
0.95
138
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.4
0
117
1.04
113
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
0
131
1.15
114
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.6
99
0.87
114
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
0
117
1.08
108
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.52
0
116
0.98
118
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
117
0.97
121
0
55
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
7.2
0
106
0.83
128
1
33
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
4.5
2.1
83
0.95
87
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2
177
1.18
150
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.9
0
119
1.19
100
1
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.5
1.6
112
0.91
123
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.8
0
77
0.76
101
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.2
1.9
114
1
114
0
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
153
0.67
228
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.9
112
0.95
118
0
31
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
166
0.6
32
1.04
31
1
87
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.3
98
0.91
108
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
122
1.12
109
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
2
73
1
73
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
156
1.36
115
0
44
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1.9
1.8
94
0.89
106
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.4
0
75
0.82
91
0
86
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
106
0.83
128
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.065
2.3
130
1.03
126
0
73
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.04
3.8
292
0.91
321
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.6
109
0.93
117
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
88
0.73
121
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.4
2.8
118
1.01
117
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.3
99
0.86
115
0
38
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
4.3
1.5
142
0.97
146
0
35
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.52
2.6
91
0.97
94
0
52
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
176
1.49
118
0
42
1
0
0
0
0
1
0
0
0
0
0
0
0
0
1
3.8
2.3
127
0.97
131
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
0
142
1.26
113
1