From: Prediction of neddylation sites from protein sequences and sequence-derived properties
5-fold stratified cross-validation† | |||||
---|---|---|---|---|---|
Information | Acc | Sp | Sn | MCC | AUC |
All selected features | 0.91 | 0.91 | 0.75 | 0.44 | 0.95 |
without amino acid preferences | 0.88 | 0.89 | 0.63 | 0.33 | 0.88 |
without amino acid preferences (grouped) | 0.89 | 0.90 | 0.65 | 0.35 | 0.91 |
without disorder | 0.89 | 0.90 | 0.72 | 0.40 | 0.93 |
without termini | 0.91 | 0.93 | 0.68 | 0.42 | 0.94 |
without amino acid occurrence counts | 0.91 | 0.91 | 0.74 | 0.44 | 0.94 |
without hydrophobicity features | 0.91 | 0.91 | 0.75 | 0.44 | 0.94 |
without amino acid occurrence ratios | 0.91 | 0.92 | 0.72 | 0.43 | 0.94 |
without PSSM features | 0.91 | 0.92 | 0.74 | 0.44 | 0.94 |