Datasets:
anasmakki
/
thyroidDFBalanced

Dataset card Data Studio Files
xet
 Community
1
age
int64
sex
int64
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
psych
int64
TSH
float64
T3
float64
TT4
float64
T4U
float64
FTI
float64
TBG
float64
referral_source
int64
target
string
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.5
109
1.11
98
0
5
Negative
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
2.2
90
1.16
78
0
5
Negative
83
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.38
2.1
90
0.88
102
0
5
Negative
83
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.8
2.4
100
1.02
98
0
1
Negative
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2
131
1.07
122
0
3
Negative
14
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0.78
2.2
78
0.88
89
0
3
Negative
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
1.4
95
1.11
86
0
3
Negative
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.83
0
193
1.33
144
0
5
Negative
22
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0.56
2.7
179
1.25
143
0
5
Negative
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2.4
112
1.01
111
0
5
Negative
44
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.1
3.3
140
1.65
86
0
5
Negative
46
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.025
2.7
107
0.77
139
0
5
Negative
74
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1.5
2.1
70
0.74
94
0
3
Negative
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.38
1.3
84
0.91
97
0
5
Negative
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.2
2
99
0.96
103
0
5
Negative
72
0
0
0
0
1
0
0
0
1
0
0
0
0
0
6
2.4
118
1.26
94
0
3
Negative
68
0
0
0
0
0
0
0
0
0
1
0
0
0
0
42
0.2
18
1.09
16
0
3
Hypothyroid
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.1
80
0.98
82
0
3
Negative
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
1.9
83
0.74
112
0
3
Negative
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.5
106
0.97
110
0
3
Negative
61
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0.99
1.5
63
0.56
113
0
3
Negative
71
1
1
0
0
0
0
0
0
1
0
0
0
0
0
25
0.3
31
0.68
46
0
3
Hypothyroid
57
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1.3
2.7
89
0.91
99
0
1
Negative
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18
5
Negative
40
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1.3
2.6
135
1.09
124
0
1
Negative
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.45
2.5
100
1.17
86
0
1
Negative
47
0
0
0
0
0
0
0
1
0
0
0
0
0
0
4.7
2.4
102
1.12
92
0
5
Negative
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.2
143
0.92
154
0
3
Negative
61
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1.8
2.3
89
0.85
105
0
5
Negative
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.2
100
0.93
108
0
1
Negative
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.34
2.5
163
1.11
148
0
3
Negative
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2
130
0.93
139
0
3
Negative
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.1
133
1.08
123
0
3
Negative
54
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.6
142
1.23
115
0
5
Hyperthyroid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
2
87
0.73
118
0
3
Negative
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1.5
110
0.89
124
0
3
Negative
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
3.5
0
0
0
0
5
Negative
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
175
0.86
204
0
5
Hyperthyroid
24
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.4
2.3
73
1.09
67
0
5
Negative
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
1.8
134
0.97
138
0
5
Negative
17
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.8
3.4
46
0
0
0
1
Negative
63
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0.03
3.3
120
0.96
125
0
5
Hyperthyroid
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2
96
1.05
92
0
3
Negative
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.1
134
1.06
127
0
3
Negative
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
1.8
86
0.81
106
0
3
Negative
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.9
126
0.9
141
0
3
Negative
90
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.03
1.9
203
0.9
224
0
3
Negative
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
117
0.4
17
1.14
15
0
3
Hypothyroid
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
1.3
84
0.82
102
0
3
Hypothyroid
66
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1.1
1.8
135
1.09
124
0
5
Negative
66
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1.2
2.3
133
1.17
113
0
3
Negative
44
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2.3
2.3
118
1.01
117
0
5
Negative
38
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0.73
2.4
135
1.05
129
0
1
Negative
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.88
3
69
0.67
102
0
1
Negative
25
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1.2
2.6
121
0.97
125
0
1
Negative
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2.4
111
1.07
104
0
5
Negative
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
89
0.2
10
1.13
9
0
3
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.6
1.7
128
1.08
118
0
5
Hypothyroid
68
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1.5
2.3
117
1.04
113
0
5
Negative
71
1
0
0
0
0
0
0
0
1
0
0
0
0
0
38
0.4
37
0.74
50
0
3
Hypothyroid
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035
1.2
98
0.83
118
0
3
Negative
37
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.61
1.6
116
0.91
127
0
5
Negative
50
0
0
0
0
0
0
1
0
0
0
0
0
0
0
76
0.5
22
1.12
19
0
5
Hyperthyroid
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
43
1.6
63
0.84
75
0
5
Hypothyroid
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
2.1
79
1.1
72
0
5
Negative
64
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0.24
0
83
0.9
93
0
5
Negative
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.69
1.9
129
1.02
126
0
5
Negative
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
1.6
119
1.09
110
0
5
Negative
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.2
1.9
89
0.94
95
0
5
Hypothyroid
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5.8
1.9
102
1.18
87
0
3
Negative
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.48
1.7
88
0.83
105
0
3
Negative
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.1
2
127
1.04
122
0
3
Negative
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.7
1.9
111
0.99
112
0
3
Negative
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.7
153
1.06
144
0
3
Negative
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.9
125
1.01
124
0
3
Negative
48
1
0
0
0
0
0
0
0
0
0
0
0
0
1
2.4
2
66
0.74
89
0
1
Negative
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.1
96
0.85
112
0
0
Negative
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2
102
0.82
125
0
5
Negative
61
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0.38
0
121
0.95
128
0
5
Negative
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
41
1.5
48
1.17
41
0
5
Hypothyroid
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
76
0.93
82
0
5
Negative
16
0
1
0
0
0
0
0
0
0
0
0
0
0
0
2.7
1.9
112
1.26
89
0
5
Negative
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5.4
1.3
73
0.72
101
0
3
Negative
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
34
1.5
88
1.06
83
0
5
Hypothyroid
34
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0.83
2.4
114
1.02
112
0
1
Negative
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.099999
0
101
1.12
90
0
5
Hypothyroid
33
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1.4
88
0.78
113
0
1
Negative
76
0
0
0
0
1
0
1
0
0
0
0
0
0
0
1.8
1.2
65
0.76
86
0
5
Negative
67
0
1
0
0
0
0
0
0
1
0
0
0
0
0
2
2.5
133
1.19
112
0
5
Negative
78
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0.99
1.7
114
0.96
119
0
2
Negative
62
0
0
0
0
0
0
1
0
0
0
0
0
0
0
6.5
1.8
97
1.29
76
0
3
Hyperthyroid
55
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1.2
2.4
95
1.05
90
0
3
Negative
55
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.9
2.3
98
1.03
95
0
3
Negative
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.8
1.4
98
0.97
110
0
3
Negative
8
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31
5
Hyperthyroid
35
0
0
0
0
0
0
0
0
1
0
0
0
0
0
31
2.6
46
1
46
0
5
Hypothyroid
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
73
0.77
95
0
5
Negative
35
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.93
2.8
155
1.01
153
0
1
Negative
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
151
1
32
1.16
28
0
5
Hypothyroid
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.8
1.6
105
0.8
131
0
3
Negative