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
28
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0.8
1.9
85
1.06
80
0
68
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
1.1
2.7
118
0.93
127
0
40
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.9
125
0.98
128
0
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.6
95
0.82
116
0
61
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.5
0
130
1.19
109
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.3
153
1.03
149
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.4
90
0.82
110
0
77
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
130
0.98
133
0
48
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.1
0
96
0.95
101
0
39
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
127
1.07
119
0
42
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.2
0
51
0.78
65
0
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
108
0.97
111
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
1.8
78
0.88
89
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.8
105
0.88
119
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.5
152
1.06
143
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.6
250
0.79
316
2
55
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
141
0.91
155
0
77
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0.2
1.5
110
1.05
105
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.8
101
0
0
0
20
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.2
1.5
63
0.71
89
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
2.6
140
1.32
106
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
99
1.01
98
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.3
132
0.88
150
0
90
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.6
102
0.99
103
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.4
98
0.82
120
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.2
81
0.95
85
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
1.5
74
0.67
110
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
2.3
105
0.86
122
0
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2.2
80
0
0
0
15
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
188
0.73
258
2
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
70
0.4
3.9
0.83
5
1
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.3
91
0.82
111
0
63
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.3
1.3
130
1.05
124
0
13
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
3
134
1.11
121
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.5
97
0
0
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2
110
0.89
124
0
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2.5
111
0
0
0
20
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
119
0.86
138
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.3
90
0.84
107
0
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.9
105
0
0
0
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
87
0.85
102
0
38
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
98
0.86
114
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.2
121
1.02
119
0
49
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.2
0.8
27
0.52
52
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.2
119
0.96
124
0
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.1
89
0.75
119
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.8
125
1.15
109
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2
110
0.95
116
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.3
112
1.21
93
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
1.6
68
0
0
0
71
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
1.7
119
0.91
131
0
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2
83
0.83
100
0
92
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.7
134
1.11
121
0
92
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.2
68
0.79
89
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
2.4
104
0
0
0
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.25
4.2
236
0.7
337
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.3
91
0.97
94
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.4
97
0.99
98
0
28
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.1
2.5
113
0.96
118
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.9
88
0.81
109
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.1
85
1.01
84
0
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.8
82
0.61
134
0
75
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.1
1.3
88
0.77
114
0
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
120
0.66
182
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.9
81
0.86
94
0
41
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.1
2.2
113
1.07
106
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.7
104
0.8
130
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.5
2.1
55
0.79
70
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2.3
111
1.03
108
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.7
84
0.69
122
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.3
144
0.97
148
0
9
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.05
2.6
145
0.98
148
0
44
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
8.4
1.8
108
1.01
107
1
28
1
1
0
0
0
0
1
0
0
1
0
0
0
0
0
3.7
2.3
136
1.33
103
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
145
1.01
144
0
28
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
4.1
2.2
81
1
81
0
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.1
72
0.89
81
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.4
96
1.03
93
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.3
118
0.97
122
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2
130
1.01
129
0
71
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
2.1
158
1.16
136
0
40
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1.3
0
73
0.87
84
0
72
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
96
0.91
105
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
0
81
1.01
80
0
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
1.8
69
0.99
68
0
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80
0.4
9
0.85
10
1
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
176
0.5
6
1.45
4
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.8
81
0.85
95
0
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.4
87
0.96
91
0
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.1
87
0.85
102
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30
0.6
15
1.48
10
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.2
2.1
96
1
96
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.05
2.6
149
1.24
120
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.5
84
0.93
90
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
108
0.92
117
0
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
0.3
13
1
13
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
0
97
1.12
87
0
11
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0.1
1.8
61
0.82
74
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
1.4
79
0.72
110
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.6
105
0.93
113
0