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
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.4
75
0.98
77
0
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.4
2.2
98
0.97
101
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.4
1.3
68
0.9
76
1
30
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
1.9
112
0.77
145
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
2.1
79
0.89
89
1
47
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.5
1.8
94
1
94
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.1
92
0.81
114
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.6
101
0.87
116
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.2
138
1.08
128
0
70
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0.1
2.1
126
0.83
152
0
55
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
0
109
0.97
112
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
2.1
88
1.07
82
0
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0
78
0.8
98
0
44
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.6
1.7
118
1.1
107
0
62
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.41
3.1
108
1.07
101
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.7
114
0.93
123
0
31
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
2.7
2.3
87
1.17
74
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.4
2.7
80
0.94
85
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.9
92
0.89
103
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
92
0.96
96
0
24
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
76
1.02
75
0
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.045
1.9
107
0.85
126
0
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.2
1.6
85
0.91
93
1
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.5
93
1.09
85
0
62
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
1.5
77
0
0
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2.4
104
0.74
141
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
2.3
93
0.89
104
0
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
2.3
125
0.95
132
0
67
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
2.4
158
1.17
135
0
48
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
2.7
2.3
94
0.94
100
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
1.3
63
1.04
61
0
29
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
2.6
157
1.31
120
0
31
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
0
128
0.87
147
0
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.035
2.4
46
1.1
42
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.6
125
0.95
132
0
75
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
0
145
1
145
0
24
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.4
3
132
1.35
98
0
34
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
186
1.33
140
0
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
2.3
84
0.98
86
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.8
121
1.25
97
0
15
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.5
1.9
138
0.98
141
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.6
86
0.72
119
0
76
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.075
2.1
94
1
94
0
81
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.1
1.3
112
0.8
140
0
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.2
100
0.7
143
0
17
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
2.2
111
1.01
110
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.3
106
0.88
120
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.47
0
111
0.84
132
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
2
83
0.63
132
0
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
2.2
134
0.95
141
0
73
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.025
4.4
235
0.92
255
2
57
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.94
2.6
115
1.11
104
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2
95
0.9
106
0
57
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
6
2.3
115
0
0
0
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.63
2.5
111
0.97
114
0
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
114
0.88
130
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.7
113
0.93
122
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
0
108
0.93
116
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.9
0.8
81
0.85
95
0
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.46
0.7
78
0.59
132
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0.7
108
0.69
156
0
24
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
0.4
58
0.76
76
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.5
105
0.76
138
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.055
0.3
65
0.42
155
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
0.6
58
0.73
79
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14
1.9
94
0.86
109
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
2.2
107
0.86
124
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
2.3
91
0.96
95
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.87
1.3
94
1.02
92
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.59
0.9
110
0.88
125
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.2
2.5
94
0.98
96
0
54
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
2.7
112
1
112
0
75
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0.37
1.7
101
0.77
131
0
66
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.18
2.6
83
0.8
104
0
85
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
128
1.11
115
0
82
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
105
1.1
95
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.2
106
0.75
141
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
0
95
0.87
109
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
1.6
145
0.97
149
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
1.5
133
0.96
139
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.56
1.3
111
0.86
128
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
2.9
107
0.87
123
0
53
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
101
1.02
99
0
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.88
2.1
88
0.85
104
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.41
0
96
0.87
110
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
1.7
95
0
0
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.37
2.5
180
1.23
146
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
2.4
119
1.7
70
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
2.5
101
0.98
103
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
2.3
82
1.02
80
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.71
2.5
141
1.39
101
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
2.2
78
0.94
83
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.81
1.8
78
1.01
77
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
2.6
106
0.97
109
0
36
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.6
2.1
95
0.97
97
0
70
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
5.3
2.7
103
1.29
80
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
1.9
159
1.16
137
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
0
107
1.08
99
0
11
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.8
92
0.97
95
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89
0.97
92
0