Downstream Linear Separability on MNIST-Rotated 784 -> 16
71.45-Fold CV AccuracyDCRL
Evaluation results
| Method | Links | |
|---|---|---|
| DCRLReduction Strategy=Coupled Flow, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 71.4 | |
| Cent. PCAReduction Strategy=Centralized, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 71.1 | |
| AmbientReduction Strategy=No Reduction, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 59.3 | |
| Static OjaReduction Strategy=Uncoupled, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 47.6 | |
| Random Proj.Reduction Strategy=Local Hebbian, Evaluation Protocol=Linear SVM (5-Fold CV), Random Seeds=52026.04 | 46.7 |