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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
49
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
3.9
240
1.25
192
2
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
0
102
0.93
110
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
123
0.97
127
0
64
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
38
1.2
60
1.03
58
1
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
140
1.17
120
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.5
2.1
140
1.49
94
1
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.6
63
0.85
74
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
118
0.88
134
0
54
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
0
134
0.99
135
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
1.9
142
0.98
145
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
121
1.03
117
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
0
126
1.16
109
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
1.8
72
0.9
80
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
0
111
0.99
112
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
110
1
110
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
78
0.75
104
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.4
96
0.87
110
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.1
0
117
0.88
133
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.4
0
127
1.09
117
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
75
0.68
110
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
0
127
0.9
141
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
96
0.86
112
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
81
0.74
109
0
69
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
24
0
75
0.84
89
1
62
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.1
0
137
0.89
154
0
46
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.8
0
116
0.94
123
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
102
0.84
121
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
0
101
1.01
100
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.1
1.8
95
0.91
104
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
96
0.66
145
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
93
0.8
116
0
76
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0.35
1.4
139
0.92
151
0
64
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.49
1.6
97
0.79
123
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.5
0
131
1.01
130
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.2
123
0.9
137
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.5
59
0.79
75
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.8
0
93
0.85
109
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
153
0.99
155
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2
154
1.31
118
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
102
0.66
155
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2
78
0
0
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025
2.5
134
0.88
152
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.4
85
0.87
98
0
42
0
1
0
0
0
0
0
0
1
0
1
0
0
0
0
0.82
2.1
121
0.77
157
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
113
0.93
122
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
73
0
43
0.85
51
1
52
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
105
0.83
127
0
21
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025
2.3
119
0.79
151
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
100
0.76
132
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
95
0.83
114
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
100
0.87
115
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.3
0
120
0.95
126
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.38
0
60
0.72
83
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
89
0.95
94
0
62
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.025
0
149
0.98
152
0
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.1
0
84
0.8
105
0
33
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015
2.4
139
0.96
145
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.5
135
1.06
127
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
0
107
1.13
95
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.4
0
104
0.68
153
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.2
132
0.88
150
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
104
1.01
103
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.5
108
0.94
115
0
56
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0.6
121
1.19
102
0
56
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.4
0
96
0.87
110
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
2.2
94
0.81
116
0
74
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
1.3
96
1.01
95
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0
138
0.99
139
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
0
80
0.93
86
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
138
0.93
148
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
1.7
115
1.1
105
0
27
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
0.79
134
0
60
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.015
2.3
116
0.94
123
0
62
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
7.5
0
81
1.03
79
1
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1
146
0.98
149
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.4
0
105
0.92
114
0
75
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1.5
1.2
91
0.97
94
0
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.83
0
104
0.87
120
0
57
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.8
0
116
1.2
97
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
67
0.83
81
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70
0.77
91
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
0
118
1.22
97
0
91
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.01
0
104
0.89
117
0
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.64
1.4
130
0.91
143
0
76
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
0
65
0.91
71
0
49
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
0
148
0.98
151
0
63
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
22
0
88
1.1
80
1
64
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0.84
0
121
0.89
136
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
80
0.88
91
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
0
133
1.06
125
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
130
0.87
149
0
64
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
111
0.97
114
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.9
96
1
96
0
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.49
1.8
109
0.82
133
0
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.1
63
0.78
81
0
18
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1.1
0
71
0.61
116
0
91
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.2
84
0.91
92
0
45
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1.3
1.3
73
1.04
70
0
39
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0.83
0
90
1.02
88
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
80
0.82
98
0