Table 3 Comparison of Classification Performance from Random Subspace Ensemble by Varying the Subspace Dimensionalities
From: Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
Dimensionalities(%) | 55 | 60 | 65 | 70 | 75 | 80 | 85 | 90 | 95 | 100 |
|---|---|---|---|---|---|---|---|---|---|---|
RNAi | 89.34% | 90.10% | 90.20% | 90.60% | 89.90% | 90.34% | 90.20% | 89.50% | 89.34% | 89.74% |
HeLa | 90.49% | 90.23% | 90.52% | 90.57% | 91.15% | 90.85% | 91.00% | 90.51% | 90.66% | 90.70% |
CHO | 98.58% | 98.68% | 98.50% | 98.46% | 98.64% | 98.64% | 98.86% | 98.30% | 98.50% | 98.80% |