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
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.24
1.79
48
1.14
43
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.53
0.51
11
1.4
8
1
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.89
1.21
109
0.93
116
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.67
1.77
90
1.04
87
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.59
1.57
93
0.74
127
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.45
1.31
66
0.69
96
1
86
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.66
0
86
0.91
93
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.56
2.34
63
0.97
64
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.01
0.47
112
0.92
122
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.15
1.01
44
0.92
48
1
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
228.35
0.33
2
1.25
1
1
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.7
1.05
40
0.88
45
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.13
0.96
83
1.39
59
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
188.08
1.3
62
1.19
52
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.76
2.43
107
1.5
72
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.43
1.59
62
0.89
71
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39.59
2.17
75
1
74
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.64
0.22
31
0.67
48
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.64
1.78
92
0.84
110
1
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.18
0
96
0.88
110
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.54
0.4
9
1.18
7
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.37
2.05
95
1.09
87
1
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.83
1.97
60
1.16
52
1
81
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
177.33
0.21
50
1.18
42
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.85
2.27
81
1
80
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65.53
0.33
25
1.05
23
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.29
2.06
71
1.08
65
1
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.67
2.19
90
1.13
80
1
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
460.26
0.53
22
1.38
16
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98.94
0.8
11
1.27
9
1
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.44
1.81
63
0.91
70
1
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.14
0
70
0.77
89
1
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
85.99
0
40
1.1
37
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.02
1.6
84
1.04
80
1
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.16
0
102
1.1
94
1
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.68
0
69
1.01
69
1
50
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
34.28
0.07
55
0.94
59
1
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.66
2.48
90
0
0
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.48
2.25
81
1.02
79
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.3
0
93
0.95
98
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56.58
0.28
11
0.59
2
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.5
0.14
117
1.04
113
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.16
0.66
108
1.36
80
1
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.59
0.33
68
0.95
72
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.44
1.11
83
0.94
89
1
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
0.37
8
1.11
7
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52.26
0.41
25
1.02
24
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
41.07
2.24
44
1.04
42
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.27
0.45
57
0.99
58
1
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.88
1.99
103
0
0
1
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.64
1.29
79
0.92
86
1
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.99
2.44
60
0.96
63
1
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.95
0.29
90
1.04
86
1
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
2.1
80
1.02
78
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
57.6
0.17
11
1.3
9
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.21
1.9
56
0.9
63
1
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.71
1.66
73
1.09
67
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.75
1.29
93
1.04
89
1
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
124.57
0.2
10
1.06
10
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.83
1.48
124
1.05
118
1
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20.44
0.04
4
1
4
1
69
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
23.68
0.58
78
0.88
89
1
86
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
0
121
0.92
131
1
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.66
0.18
74
0.97
76
1
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34.77
1.4
77
0.98
79
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.48
0.72
121
1.06
115
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.96
0.38
62
0.97
64
1
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
1.19
93
0.96
97
1
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
490.93
0.89
14
1.18
12
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
139.59
0.35
15
0.99
15
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.67
2.48
108
1.06
103
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.33
0.85
123
1.11
111
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23.46
1.94
88
1.1
81
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.93
0.42
8
0.8
1
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.65
1.74
90
0.82
111
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.2
2.02
73
0.98
74
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
122.61
0.13
13
1.06
13
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43.6
1.66
60
0.96
64
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.69
1.02
78
1.02
77
1
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.17
0.39
96
1.01
96
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
67.4
1.44
82
1.04
79
1
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.73
0.78
68
1.04
66
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.72
0
89
1.01
88
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.57
0.02
18
0.95
19
1
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
152.37
0.96
32
1.15
28
1
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
485.74
0.18
30
1.26
23
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
50.69
0.77
43
0.86
50
1
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.26
1.34
44
0.95
46
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.9
1.9
92
1.02
90
1
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.68
2.46
95
1.32
73
1
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
64.09
0.93
81
1.11
72
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.53
2.19
92
1.2
77
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.33
1.88
82
1.02
81
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29
1.65
60
0.96
63
1
25
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
9.38
0
69
0.95
73
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.44
0
85
0.9
95
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.5
2.51
91
0
0
1
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.81
0.98
124
0.94
131
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.68
0.81
88
0.9
98
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
105.51
0.4
10
1.1
8
1