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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
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.3
0
124
0.86
144
0
62
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
3.7
1.4
83
0.81
102
0
66
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1.8
0
105
1.08
97
0
75
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3.4
0
91
0.84
108
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0
156
1.46
107
0
58
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.1
130
0.87
149
0
30
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
3.5
2.4
95
1.08
88
0
62
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0.9
121
0.96
126
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.015
4
239
0.9
266
2
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.9
119
1.07
111
0
48
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.03
3.1
96
0.92
104
0
48
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.07
1.7
104
0
0
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
117
0.98
119
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.61
1.3
107
0
0
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
2.2
96
0
0
1
69
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2
126
1.02
124
0
74
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1.2
1.3
95
1.02
93
0
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.22
2.8
95
1.1
86
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.7
2.5
115
1.12
103
0
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.69
0
94
1.1
86
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
1.4
74
0.73
101
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.79
0
96
0.99
97
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
2.4
126
1.13
112
0
58
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1.1
2.6
134
0
119
0
45
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1.1
1.2
70
0.98
71
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
0
99
0.85
117
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.8
120
1.01
119
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2.1
100
0.95
105
0
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
126
1.09
116
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
1.2
119
0
0
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
109
1.1
99
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.43
1.5
168
1.11
151
0
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.75
2.2
106
0.88
120
0
66
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
6
2
91
1.07
85
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.8
115
1.12
103
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
84
0.83
101
0
29
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.66
2.1
109
1.14
96
0
48
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.055
3.4
219
1.51
145
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
0
98
0.81
121
0
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
148
1.07
138
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
92
1.03
89
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
0
69
0.9
77
0
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
0
87
0.8
109
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3
1.8
115
1.01
114
0
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.48
0
74
0.58
128
0
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
72
0.62
116
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
109
0.67
163
0
59
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.1
99
0.73
136
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
113
0.92
123
0
31
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.4
1.8
97
0
0
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.2
2.4
122
1.04
117
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
2.6
106
1.09
97
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2
100
0.92
109
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
0
110
0.81
136
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
0
95
0.84
113
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.9
0
123
1.02
121
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.055
0
148
0.95
156
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.5
2.7
163
1.14
143
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
3.3
139
1
139
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
126
1.03
122
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65
0
51
1.05
49
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
0
96
0.96
100
0
56
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
2.4
0
101
0.79
128
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
97
1.13
86
0
69
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0
114
0.45
253
0
39
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.005
2.8
148
1.09
136
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
0
93
0.77
121
0
81
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.6
112
0.91
123
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
170
0
29
1.03
28
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
0
107
1
107
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
101
0.9
112
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
3
105
0.99
106
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
118
1
118
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
2.4
113
1.08
105
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
106
0.74
143
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
84
1
84
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
1
101
1.16
87
0
71
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
9.9
1.8
89
0.99
90
1
68
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.33
3.1
103
1.1
94
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74
0.87
85
0
53
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
108
0.82
132
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
0
144
0.89
162
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
86
0.68
126
0
78
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.57
0
138
0.76
182
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.6
125
0.95
132
0
32
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77
0.73
105
0
66
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.6
2.2
109
0
0
0
23
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.31
1.7
147
1.04
141
0
62
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
2.1
77
0.9
86
0
50
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.5
0
92
0.87
106
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
1.5
107
0.86
124
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.1
81
0.92
88
0
59
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.1
108
1.04
104
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.74
0
134
1.02
131
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
112
0.97
116
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
95
0.88
108
0
93
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
137
1.05
131
0
93
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.6
0
83
0.87
95
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
1.1
145
0.87
167
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
2.2
108
1.12
96
0