Table 1 Performance Improvement from Random Subspace Ensemble (RSE)
From: Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
Classifier | RNAi | 2D-Hela | CHO |
|---|---|---|---|
MLP | 89.90% | 89.20% | 98.02% |
MLP-RSE (ensemble size = 20) | 90.10% | 90.65% | 98.40% |