Table 2 Comparison of Classification Performance of Varying Ensemble Sizes
From: Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
Size | 5 | 10 | 15 | 20 | 25 | 30 | 35 | 40 | 45 | 50 |
|---|---|---|---|---|---|---|---|---|---|---|
RNAi | 91.03% | 90.37% | 90.05% | 90.10% | 89.62% | 90.05% | 89.38% | 90.34% | 89.27% | 89.50% |
HeLa | 89.99% | 90.52% | 90.94% | 90.65% | 90.59% | 90.45% | 90.90% | 91.05% | 90.38 | 90.07% |
CHO | 98.34% | 98.34% | 98.52% | 98.40% | 98.34% | 98.74% | 98.60% | 98.64% | 98.46% | 98.46% |