From: MetaDBSite: a meta approach to improve protein DNA-binding sites prediction
 | Machine learning methods | Properties used in training | Online website |
---|---|---|---|
DISIS | Support Vector Machine (SVM) Neural network | Evolutionary profile Conservation Predicted secondary structure Predicted solvent accessibility | |
DNABindR | Naïve Bayes classifier | Relative solvent accessibility Sequence entropy Secondary structure Electrostatic potential Hydrophobicity | |
BindN | SVM | The side chain pKa value Hydrophobicity index Molecular mass | |
BindN-rf | Random forest | The side chain pKa value Hydrophobicity index Molecular mass Blast-based conservation Biochemical feature Position-specific scoring matrix (PSSM) | |
DP-Bind | SVM Kernel logistic regression Penalized logistic regression | Sequence-based BLOSUM62 PSSM-based | |
DBS-PRED | Neural network | Protein sequence information Solvent accessibility Secondary structure |