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
29
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.1
1.5
93
0.75
124
0
25
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
8.9
1.7
62
0.75
83
1
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.1
135
0.92
147
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.3
134
1.24
109
0
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2.5
79
0.86
92
0
74
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
5.1
1.8
112
1.07
105
0
14
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.8
2.8
91
1.03
88
0
52
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0.04
1.9
86
0.77
112
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
1.8
109
1.06
102
1
22
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
2
1.9
101
0.92
109
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
2.1
132
1.1
120
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
2.4
129
1.14
113
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
2.2
146
1.48
98
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
2
92
1.03
89
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
1.2
101
0.9
112
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.7
2.5
98
0.88
111
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
3.6
144
0.84
171
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
111
1.1
101
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
67
0.98
68
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
92
0.83
111
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.52
2.4
158
1.18
134
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
1.9
92
0.76
121
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.9
133
1.18
113
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
1.9
86
1.06
81
0
28
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
1.5
1.5
120
1.01
118
0
45
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1.2
2.7
120
1.13
106
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.5
114
1.01
113
0
77
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0.93
1.9
121
1.36
89
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.72
2.1
114
1.11
103
0
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.9
97
1.03
94
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
100
1.15
87
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
1.5
132
0.95
138
0
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.7
120
1.27
95
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.95
2.5
138
1.17
118
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.7
92
0.96
96
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
3.8
127
1.14
112
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3.1
2.7
131
1.03
126
0
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14
2.7
63
1.17
54
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
57
1.05
54
0
76
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
39
0
83
1.18
70
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.4
98
0.94
105
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
2.4
96
0.91
105
0
62
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0.43
2.2
122
1.17
104
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28
0.2
33
0.7
47
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
2.8
134
1.26
107
0
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.8
122
1.13
109
0
62
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
3.4
1.3
134
1.19
113
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.45
1.6
101
0.89
114
0
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15
2
81
1.01
81
1
60
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
8.2
1.7
65
0.96
68
1
44
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.04
0
141
1.03
137
0
13
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
3.3
113
1.23
92
0
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
2.2
109
1.07
101
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.5
103
1.07
96
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.48
1.7
97
1.04
93
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.5
139
1.03
135
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0
69
0.76
91
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
2.2
96
1.03
93
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
1.6
118
1.01
117
0
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.87
1.8
98
1
98
0
25
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1.5
2.7
120
1.31
91
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
158
1.03
154
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
2.4
124
1.05
118
0
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.1
0
93
0.97
95
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.81
2.3
109
1.18
93
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.67
1.8
80
0.86
93
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.9
89
0.92
96
0
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.02
3
130
0
0
0
67
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.3
2.3
97
1.09
88
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.2
107
0.95
113
0
78
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.1
1.8
80
0.72
111
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
1.2
122
1
122
0
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.2
110
1.21
91
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.8
106
1.17
91
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.6
2.1
148
1.19
124
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
2.5
118
0
0
0
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.3
89
0.83
107
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
2.6
109
1.06
103
1
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.025
4.4
138
0.64
218
0
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.799999
2.7
108
1.11
97
1
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
80
1.4
41
1.14
36
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
72
0.92
78
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.6
2.2
99
1.02
97
0
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.3
111
1.02
108
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.9
94
0.89
105
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.5
2.1
130
1.04
124
0
27
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
2.1
2.1
114
1.1
104
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.1
1.8
94
0.94
100
0
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.2
116
1.04
111
0
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.8
86
0.86
101
0
65
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.47
2.3
113
0.91
124
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.5
102
1.16
87
0
83
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.44
0
145
1.08
135
0
55
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.005
0
161
0.9
180
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.005
3.4
151
0.74
203
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.1
100
0.95
106
0
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.5
109
1.11
98
0
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
2.2
90
1.16
78
0
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.38
2.1
90
0.88
102
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.8
2.4
100
1.02
98
0