Datasets:
anasmakki
/
thyroid_preprocessed_balanced

Dataset card Data Studio Files
xet
 Community
1
Search is not available for this dataset
age
int64
sex
int64
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
int64
T4U
float64
FTI
int64
target
int64
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.62
1.23
90
0.87
103
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.22
1.6
87
0.9
97
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
1.26
84
1.03
81
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.91
1.38
55
0.85
65
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.94
0
57
1.09
52
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.51
2.12
74
0.99
75
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
152.37
0.38
14
0.72
12
1
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.6
0.84
16
0.88
19
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.29
1.46
66
1
66
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.7
1.34
134
1.13
119
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
120.13
0.06
15
1.05
15
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
156.37
0.34
11
0.34
6
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.94
1.98
89
1.13
79
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.16
1.52
27
0.97
27
1
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.17
2.15
69
0
0
1
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.41
0.16
34
0.76
45
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.82
1.44
37
1.13
32
1
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
0.24
92
0.96
96
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.26
1.23
108
0.92
117
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17
1.6
109
1.16
94
1
73
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
23.74
0.43
34
0.77
45
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.9
2.34
63
1.16
54
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
171.04
0.44
7
1
2
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
76.53
0.53
6
0.93
6
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.03
0.13
109
1.03
106
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.05
0.85
102
1.12
91
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
434.56
0.1
10
1.02
10
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.84
0
57
1.12
51
1
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.14
1.84
95
0.99
96
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.44
0
54
1.05
52
1
78
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
178.09
0.33
49
1.15
43
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.39
1.37
134
1.15
117
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.45
0
78
0.93
84
1
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.31
2.09
104
1.06
96
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.08
1.78
85
0.88
97
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.11
0.31
113
1.19
95
1
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.09
1.38
95
1
96
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
105.48
0.43
10
1.12
8
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.99
1.48
62
0.88
71
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.59
1.91
78
1.13
70
1
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.59
0
63
1.11
58
1
57
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
11
1.97
130
0
0
1
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.09
0.77
77
1
78
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
435.31
0.05
11
1.01
11
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.84
1.72
90
0.97
93
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.57
0.56
93
0.81
116
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.94
1.62
81
0.9
89
1
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.1
1.38
82
0.85
96
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
48.75
0.32
5
1.17
4
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
157.15
0.7
33
0.99
33
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.85
1.39
105
0.72
147
1
68
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
36.2
0.54
35
0.71
50
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.34
1.5
67
0.94
72
1
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.48
1.33
126
1.11
113
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.31
0.38
6
1.27
5
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.39
1.6
101
0
0
1
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.59
1.77
96
1.01
96
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.3
9
0.06
0
1
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.58
0.39
123
0.94
130
1
33
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
11.07
1.83
86
0.96
90
1
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.18
0
32
1.03
30
1
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
110.28
0.35
3
1.03
3
1
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
469.41
1.6
33
1.18
28
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.16
1.97
90
0
0
1
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0.55
124
1
125
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
191.35
0.78
5
1.04
5
1
68
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
22.22
0.13
37
0.85
44
1
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.47
1.75
69
0.89
78
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.3
2.05
66
1.06
62
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.82
2.23
85
1.07
79
1
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.49
1.02
72
0.92
78
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.56
1.68
71
1.08
65
1
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.14
1.3
112
0.91
123
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.32
1.47
66
1
66
1
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
481.88
0.61
14
1.14
12
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.78
2.22
70
1.06
65
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
1.02
81
1.06
77
1
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.74
2.08
109
0.96
115
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.82
2.64
107
1.11
96
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.2
0.53
105
1.14
93
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70.93
0
44
0.88
51
1
69
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
19.58
0.39
92
1.18
77
1
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.68
1.67
46
0.76
61
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.34
1.77
68
0.95
72
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
164.62
0.62
32
1.03
31
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.31
0.84
78
1.01
77
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
41
0
102
1.06
96
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.65
0.99
109
1.05
104
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.67
1.12
111
1.01
110
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.36
1.62
85
0.91
94
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.98
0.55
107
0.84
128
1
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.3
0.34
60
0.96
63
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.13
1.77
60
0.96
62
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.7
2.01
94
0
0
1
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
63.63
0.1
2
1.16
2
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.65
1.43
65
0.96
68
1
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.98
1.43
74
0.82
90
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.12
1.21
112
1.54
73
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.22
0.17
60
0.98
61
1
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.44
0.2
16
1.01
15
1