Table 7 The average Recall score for Pathological cases by each sampling method ran five times.
From: Enhancing cardiotocography classification via ensemble learning and threshold optimization
Oversampling | Undersampling | |||||||
|---|---|---|---|---|---|---|---|---|
Method | SMOTE | ADASYN | Border | RandOver | RandUnder | RENN | OneSided | TomekLinks |
0.079 | 0.211 | 0.286 | 0.075 | 0.396 | 0.975 | 0.214 | 0.296 | |
