Downstream Linear Separability on Swiss Roll 3 -> 2
96.35-Fold CV AccuracyDCRL
Evaluation results
| Method | Links | |
|---|---|---|
| DCRLReduction Strategy=Coupled Flow, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 96.3 | |
| AmbientReduction Strategy=No Reduction, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 72.6 | |
| Cent. PCAReduction Strategy=Centralized, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 71.1 | |
| Random Proj.Reduction Strategy=Local Hebbian, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 62.7 | |
| Static OjaReduction Strategy=Uncoupled, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 62.1 |