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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
68
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.6
0
96
0.96
100
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.7
122
0.91
135
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.65
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114
0.96
118
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
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2.4
0
88
0.82
108
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62
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.6
1.8
139
1.11
125
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.8
111
0.92
120
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
2.1
115
0.9
129
0
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
2.5
144
1.19
121
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
2.3
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1.09
110
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
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156
1.02
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15
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0
0
0
0
0
0
0
0
0
0
0
0
0
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2.9
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106
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26
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0
0
0
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0
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0.88
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0
58
0
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0
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1
0
0
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0
0
0
0
0
0
0
1.1
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118
1.04
113
0
20
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.5
0
103
1.12
92
0
20
1
1
0
0
0
0
0
0
1
1
0
0
0
0
0
2
1.8
130
1.01
128
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
0
142
1.2
118
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.87
1.8
110
0.89
124
0
73
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1.2
1.8
121
0.91
134
0
73
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.85
2.1
93
0
0
0
81
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.67
0
112
0.95
118
0
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.2
77
0.78
100
0
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.48
1.5
87
0.87
100
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.7
101
0.8
126
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7
0
148
0.87
170
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.95
0
120
1.08
110
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3
2.3
85
0.9
94
0
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.39
0
139
0.78
179
0
76
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.5
1.9
95
0.91
118
0
40
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.44
1.9
146
0.85
172
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
2.1
100
0.96
104
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
99
0.71
140
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.4
91
0.79
115
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
117
0.99
118
0
72
1
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0.135
2.2
112
0.95
118
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.2
131
1.06
123
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
2.5
123
1
123
0
33
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.1
3.9
115
1.04
110
0
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.3
140
1.1
127
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.5
113
0.93
122
0
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
2.6
152
1.13
135
0
47
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.49
1.7
101
0.75
134
0
38
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
2.5
2
128
1.12
115
0
27
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0.36
2.4
114
1
115
0
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
2
119
0
0
0
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.4
130
0.95
137
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.5
1.2
108
0.73
148
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.9
2
101
1.08
94
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
0
99
0.89
111
0
76
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
1.8
2.5
136
1.06
129
0
69
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.18
1.4
104
0.68
153
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.79
1.7
118
0.99
119
0
87
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.1
118
0.93
127
0
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.74
2.2
95
0.84
113
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
98
0.81
120
0
43
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.04
4.5
161
1.08
149
0
57
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
11
2.1
134
0
0
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.5
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1.15
86
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.8
82
0.95
86
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
1.3
113
0.91
124
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
130
0.91
143
0
56
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
136
0.88
155
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29
2.2
103
0.9
114
1
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
105
0.87
121
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.96
1.4
106
0.9
118
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
2.8
124
1.08
115
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
141
0.98
145
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
81
0.86
94
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.6
71
0.99
72
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
1.9
150
1.03
146
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.8
130
0.87
149
0
20
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.2
0
105
0.98
107
0
60
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.2
1.6
104
0.99
105
0
36
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.085
4.5
198
1.15
172
2
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
0
91
0.77
118
0
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.9
2
146
0.95
154
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0.3
61
1.18
52
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.5
108
1.07
101
0
69
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
0
180
1.46
123
0
64
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.085
1.5
131
1.08
121
0
38
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47
1.4
127
0
0
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
1.7
127
0.97
131
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
0
112
1.06
106
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
0.4
106
0.68
156
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
1.5
111
0.73
152
0
45
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.085
0
171
0.88
194
2
33
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.7
0
69
0.53
130
0
48
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0.72
1.7
144
1.08
133
0
42
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.085
2.1
173
0.93
186
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
3.1
102
0.75
136
0
46
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.035
4
131
1
131
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.42
2.1
145
1.02
142
0
64
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.98
1.5
106
0.87
122
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.3
124
0.82
151
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.87
1.9
120
0.96
125
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
0
104
1.21
87
0
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.7
3
109
1.06
103
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2
132
1.1
120
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
1.9
79
1.07
74
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
1.6
128
1.01
127
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.8
1.4
96
0.99
97
0