Research Article
Imbalanced Learning Based on Logistic Discrimination
Table 1
The description of experimental data sets.
| ā | Data sets | #Degree | #Exs | #Attrs | #Cls |
| d1 | Anneal | 0.0445 | 898 | 39 | 6 | d2 | Audiology | 0.0885 | 226 | 70 | 24 | d3 | Autos | 0.1073 | 205 | 26 | 7 | d4 | Breast-Wisconsin | 0.3448 | 699 | 11 | 2 | d5 | Breast-cancer | 0.2972 | 286 | 10 | 2 | d6 | Car | 0.0376 | 1728 | 7 | 4 | d7 | Flag | 0.0876 | 194 | 28 | 6 | d8 | Glass | 0.0607 | 214 | 10 | 7 | d9 | Hepatitis | 0.2065 | 155 | 20 | 2 | d10 | Horse-colic | 0.3696 | 368 | 23 | 2 | d11 | Ionosphere | 0.3589 | 351 | 35 | 2 | d12 | Solar-flare | 0.0781 | 333 | 11 | 8 | d13 | Splice | 0.2404 | 3190 | 62 | 3 | d14 | Yeast | 0.0134 | 1480 | 9 | 10 |
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