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
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.7
144
0.94
153
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
1.4
91
0.97
94
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.6
100
0.88
113
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.4
1.9
93
0.97
96
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.5
114
1.11
103
0
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.57
1.8
128
1.14
112
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.2
78
0.77
102
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.8
103
0.89
115
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.5
3.2
84
0.84
100
0
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
2.5
97
0.91
107
0
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.1
132
1.13
116
0
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
2.2
100
0.98
102
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.53
2.5
105
1.01
104
0
28
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
2.4
2.1
125
0
0
0
35
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.8
100
0.81
123
0
56
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.3
1.8
104
0
0
0
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.7
2.3
135
0.97
140
0
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.4
2.3
132
0.94
140
0
39
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.25
2.9
136
1.44
94
0
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
151
1.4
42
1.06
39
1
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
87
0.72
121
0
58
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.59
1.5
83
0.86
97
0
54
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.46
3
116
1.05
110
0
72
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5.4
1.8
87
0.91
95
0
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.3
77
0
0
0
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
8.099999
2.5
90
0.95
95
1
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.9
96
0.78
124
0
23
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
3
174
1.35
129
0
23
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.015
4
204
0.84
242
2
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.7
113
1.1
102
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
2.4
84
1.24
68
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
2
125
1.01
124
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
3
117
0.97
120
0
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
0
101
1.08
94
1
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.2
178
1.26
142
0
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.6
2
151
1.05
144
0
24
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.78
2.5
148
1.23
120
0
83
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
8.299999
2.1
104
1.06
97
1
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
472
1.7
34
1.17
29
1
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
1.5
88
0.94
94
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.2
95
1
95
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.8
93
0.58
160
0
63
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.74
0
74
0.77
97
0
50
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.4
1.8
126
1.07
117
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.83
2.4
123
1.14
108
0
63
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2.3
2.3
111
1.06
105
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.5
1.4
89
0.99
89
0
61
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.51
0
90
0.81
111
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2.3
119
0.99
120
0
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15
1.6
82
0.82
100
1
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.1
2.4
122
1.12
109
0
60
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
8.9
0
75
0.97
77
1
53
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
3.9
0
114
1.17
97
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.4
2.6
125
0
0
0
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.6
103
0.73
142
0
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
1.6
83
0.7
118
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.6
94
0.8
119
0
54
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.9
2.5
74
0.99
75
0
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.7
71
0.72
99
0
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
2.2
86
1.09
79
0
61
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.9
2.7
84
1.03
81
0
60
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.7
1.7
109
0.84
130
0
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.5
2.1
129
1.08
120
0
85
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.58
1.9
140
0.96
145
0
81
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.8
105
0.92
114
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
1.2
89
0.74
121
1
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
2.7
136
1.27
107
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
7.1
223
1
222
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.3
1.6
75
0.93
80
0
67
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.2
2.2
121
1.02
118
0
59
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
4
1.3
120
0.94
128
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.3
1.9
92
0.93
98
0
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.8
95
0.9
106
0
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.7
0
111
1
112
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
2
103
0.9
114
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.1
140
1.05
132
0
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
2.3
90
0.81
112
0
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2
63
0.66
96
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.3
82
0.88
93
0
34
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
7.8
2
95
0.99
96
1
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.4
2.6
98
0.93
105
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2
113
1.03
110
0
74
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.28
1.3
138
0.83
166
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.6
2
87
0.61
143
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.6
151
1.16
130
0
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.7
76
0.81
93
0
54
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4.7
0
120
1.01
118
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
2.6
91
0
0
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.9
89
0.85
104
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10
1.6
90
0.89
101
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.77
2.3
83
0.89
94
0
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
2.4
81
0.75
109
0
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
1.8
70
0.86
81
0
23
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4.1
1.9
66
0.85
77
0
50
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1.7
1.8
113
1.01
112
0
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
0
112
0.92
121
0
70
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
2.3
2.7
95
1.07
88
0
62
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0.005
2.1
130
0.99
131
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.6
1.9
115
0.98
118
0
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.3
86
0.88
99
0