From: Classification of protein sequences by means of irredundant patterns
Learning algorithm | Mean ROC | Mean ROC50 | Mean mRFP |
---|---|---|---|
Irredundant Class | 0.929 | 0.524 | 0.0554 |
Local Alignment ("ekm," β = 0.5) | 0.929 | 0.600 | 0.0515 |
Local Alignment ("eig," β = 0.5) | 0.925 | 0.649 | 0.0541 |
Word Correlation Matrices (k = 6) | 0.904 | 0.447 | 0.0778 |
Pairwise | 0.896 | 0.464 | 0.0837 |
Mismatch (k = 5, m = 1) | 0.872 | 0.400 | 0.0837 |
Spectrum (k = 3) | 0.824 | 0.294 | 0.1535 |
Fisher | 0.773 | 0.250 | 0.2040 |