Datasets:
anasmakki
/
thyroid_processed

Dataset card Data Studio Files
xet
 Community
1
Search is not available for this dataset
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
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.4
94
1.03
91
0
70
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.2
1.4
143
1.07
134
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
98
1.03
95
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
0.9
90
0.61
148
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.6
117
0.82
143
0
63
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
99
0.93
106
0
51
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0.2
2.3
93
0.66
141
0
70
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1.8
95
1
95
0
25
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
9.2
0
64
0.96
67
1
68
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.2
2
112
1.05
107
0
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
2.5
104
1.19
87
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.8
107
1.02
105
0
57
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.7
2
82
1.05
78
0
64
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.9
2.5
123
1.16
107
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
84
0.94
89
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
4.4
4
1.11
3.5
0
20
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.1
1.9
110
0.92
120
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
124
0.92
135
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
104
1.21
86
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30
0.3
13
0.97
13
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.1
1.9
94
0.97
97
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2
75
0.7
107
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
111
1.1
101
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.6
1.6
92
0.87
106
0
66
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.1
0
73
0.81
90
0
21
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
1.9
94
0.88
107
0
53
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15.299999
1.5
44
0.98
45
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.15
2.1
87
0.89
98
0
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.2
103
0.96
107
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
2
91
0
0
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.1
2.4
109
1.07
102
0
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.7
74
0.98
111
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.299999
1.3
35
0.77
76
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
2.4
101
1.12
90
0
54
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3
2.5
144
1.44
100
0
62
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
150
0.94
160
0
67
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.3
134
0.93
144
0
20
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
121
0.91
133
0
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
430
0.4
6
1.04
6
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
8.599999
359
0.74
485
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
2.2
115
0.96
120
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2.1
123
0.97
127
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
213
0.9
43
0.95
45
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
77
0.84
92
0
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37
0
47
0.95
49
1
43
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
216
0
4
1.28
3
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.1
94
1.06
89
0
72
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
124
1.16
107
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
2
105
1
105
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.5
106
1.03
103
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
2.1
77
0.99
78
0
36
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
128
0.87
147
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
108
1.09
99
0
71
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1.7
2.2
95
1.1
86
0
42
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.1
2.4
116
1.05
110
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
106
1.86
123
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2
90
0.98
92
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.5
101
0
0
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2
86
0
0
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.6
99
1.02
97
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.4
59
0.64
92
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.7
137
1
137
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.8
104
1.23
85
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.2
65
0.89
73
0
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.4
124
1.23
101
0
52
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2.4
1.9
85
1.14
75
0
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
47
1.9
79
1.13
70
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.2
98
1.07
92
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.7
87
0.95
92
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.4
83
0.93
89
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.2
124
0
0
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
1.2
80
0.81
99
0
25
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.25
2.6
95
0.9
106
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
74
0.9
82
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
3.8
124
0.29
428
2
27
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.8
166
1.43
116
0
33
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
104
1.01
103
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.7
112
1.2
93
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.1
82
0.96
85
0
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
17.4
1.9
90
1.21
74
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2
101
0.8
126
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
2.2
93
0.92
101
0
61
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
0
169
1.17
144
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
2
90
0
0
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
1.8
77
0.75
103
0
50
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0.8
2.6
141
1.44
98
0
25
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
6.7
0
114
1.19
96
1
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
0
132
0.97
136
0
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
101
0.96
105
0
58
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0.1
2
129
0.95
136
0
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82
0.95
86
0
43
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.1
0
61
0.74
82
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.8
75
0.98
77
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.3
65
0.72
90
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.2
115
1.04
111
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.5
86
0
0
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.4
77
0.98
79
0
58
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.1
0
101
0.98
103
0
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.2
71
0.9
79
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.8
121
0.99
122
0