Downstream Linear Separability on S-Curve 3 -> 2 (5-Fold CV)
97.65-Fold CV AccuracyCent. PCA
Evaluation results
| Method | Links | |
|---|---|---|
| Cent. PCAReduction Strategy=Centralized, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 97.6 | |
| AmbientReduction Strategy=No Reduction, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 97.5 | |
| DCRLReduction Strategy=Coupled Flow, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 96.1 | |
| Static OjaReduction Strategy=Uncoupled, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 79.9 | |
| Random Proj.Reduction Strategy=Local Hebbian, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 78.5 |