Table 1
From: Combining dissimilarity based classifiers for cancer prediction using gene expression profiles
% Error | %False Negative | |||
|---|---|---|---|---|
Method | Breast | Leukemia | Breast | Leukemia |
Euclidean | 10.2% | 6.9% | 4% | 6.94% |
Cosine | 14.2% | 1.38% | 4% | 1.38% |
Correlation | 14.2% | 2.7% | 6.1% | 2.7% |
ℵ2 | 12.2% | 1.38% | 4% | 1.38% |
Manhattan | 12.2% | 5.5% | 4% | 4.16% |
Spearman | 16.3% | 8.3% | 6.1% | 5.5% |
Kendall-Tau | 18.3% | 8.3% | 6.1% | 5.5% |
Bagging | 6.1% | 2.77% | 2% | 1.38% |
Combination | 8.1% | 1.38% | 2% | 1.38% |