Table 1 Description of the datasets. Size of the dataset (n), number of variables (p), number of minority class samples (n min ) and number of majority class samples (n maj )
Name | n | p | n min | n maj | n min (%) | Name minority |
|---|---|---|---|---|---|---|
Indian | 768 | 8 | 268 | 500 | 34.9 | Positive |
Parkinson | 195 | 22 | 48 | 147 | 24.6 | Healthy |
Hepatitis | 155 | 19 | 32 | 123 | 20.6 | Dead |
Abalone | 4,177 | 8 | 1,307 | 2,870 | 31.3 | Female |
Letter | 17,307 | 16 | 689 | 16,618 | 3.4 | A |
Lung | 32 | 56 | 9 | 23 | 28.1 | 1 |
Tae | 151 | 5 | 49 | 102 | 32.4 | Low |
Breast | 106 | 9 | 22 | 84 | 20.8 | Adi |
Sonar | 208 | 60 | 97 | 111 | 46.6 | Rock |
Ozone | 2,536 | 72 | 73 | 2,463 | 2.9 | Ozone day |
Sotiriou:er | 99 | 7,650 | 34 | 65 | 34.3 | ER- |
Sotiriou:grade | 99 | 7,650 | 45 | 54 | 45.5 | Grade 3 |
Ivshina:er | 245 | 22,283 | 34 | 211 | 13.9 | ER- |
Ivshina:grade | 245 | 22,283 | 55 | 234 | 22.4 | Grade 3 |
Wang:er | 286 | 22,283 | 77 | 209 | 26.9 | ER- |
Wang:relapse | 286 | 22,283 | 107 | 179 | 37.4 | Relapse |