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
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
0
98
0.89
110
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
1.6
106
0.98
108
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0
193
1.05
184
2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
77
0.87
88
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.54
1.7
113
0.94
120
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.9
124
1.2
103
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
1.4
91
1.05
87
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.93
0
107
1.05
101
0
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
113
0.94
120
0
61
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0.06
2.6
110
0
0
0
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
86
0.91
95
0
69
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.7
118
0.91
130
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
104
0.95
109
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.5
0
74
0.83
89
0
52
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.63
0
111
0.99
113
0
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44
0
79
0.82
96
1
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.91
2
85
1.05
81
0
33
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.005
3.2
185
0.91
206
2
59
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.7
0
148
1.09
136
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
133
1
133
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
0.5
110
0.86
127
0
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
0
121
0.93
131
0
32
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
7.5
0
109
1.13
96
0
35
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
1.9
136
1.07
127
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
0
75
1.02
73
0
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.59
2
101
0.9
112
0
36
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.3
0
95
0.91
104
0
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.45
1.4
91
0.8
114
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
1.6
105
0.86
122
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
2.2
130
0.97
134
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.9
1.8
98
0.88
112
0
68
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
89
0.84
106
0
65
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.2
0
98
0.78
126
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
106
1.13
94
0
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
0
88
0.99
89
0
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.3
121
0.88
137
0
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
1.3
98
1.03
95
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
86
0.95
91
0
42
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
5.8
2.7
79
1
79
0
76
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
3.8
2.7
97
1.19
81
0
38
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
5.1
1.6
91
1.08
85
0
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
95
0.99
96
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.5
0
76
0.95
80
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
107
1.08
99
0
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
96
0.94
102
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
0
104
0.99
106
0
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
1.9
91
0.8
114
0
70
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2.3
2.8
90
1.1
82
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.2
2.2
142
0
0
0
52
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
3.4
2.3
84
0.72
117
0
80
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.6
1.8
120
1.04
116
0
70
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.2
1.1
112
0.78
143
0
60
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
0.7
105
0.85
124
0
28
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.4
220
1.48
149
0
34
1
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
2.6
82
1.02
80
0
34
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.03
3.2
123
1.08
114
2
34
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.03
2.2
105
0.85
123
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
0
93
1.03
90
0
62
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.49
0
111
0.9
124
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
108
0.99
110
0
56
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
120
1.03
116
0
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.73
2
105
0.85
125
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
0
84
0.96
88
0
36
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0.04
1.7
102
0.9
113
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.4
130
0.85
153
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
0
80
0.91
88
0
51
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
19
1.9
92
0.84
110
1
64
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.88
0
125
0.87
145
0
69
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0.09
0
131
0.7
186
0
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.8
162
1.04
155
0
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
130
0.91
143
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
0
131
0.92
141
0
39
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
8.9
1.7
97
0.88
111
1
46
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
35
1.2
16
0.86
19
1
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8
0
88
0.99
89
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.66
0
107
0.86
124
0
63
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.15
0
173
1.12
154
0
63
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2.4
2.2
113
0
0
0
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
81
0.95
86
0
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
67
0.89
72
0
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.1
1.7
116
1.01
115
0
72
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
4.5
0
102
0.94
108
0
62
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.18
1.5
103
0
0
0
39
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
0
106
0.91
117
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
0
110
1.03
107
0
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
110
1.08
102
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
123
0.85
145
0
67
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
44
0
31
1.04
29
1
13
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
0
76
0.98
77
0
13
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
0
106
1.07
99
0
73
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.3
1.6
77
1.04
75
0
36
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
4.1
153
0.86
178
2
34
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.4
1.6
110
1.04
105
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.075
3
139
0.98
141
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.6
1.3
146
1.06
137
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
132
0.92
143
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.69
0
135
1.02
133
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.3
121
0.8
152
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
1.9
124
1.08
115
0
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
116
0.93
125
0