Data-Driven Discovery of Protein Function Classifiers: Decision Trees Based on MEME Motifs outperform PROSITE Patterns and Profiles on Peptidase Families.
Xiangyun WangDiane SchroederDrena DobbsVasant G. HonavarPublished in: JCIS (2002)
Keyphrases
- decision trees
- data driven
- protein function
- protein function prediction
- protein functional
- pattern discovery
- training data
- motif discovery
- machine learning algorithms
- protein sequences
- protein families
- protein structure
- knowledge discovery
- amino acids
- interesting patterns
- gene ontology
- machine learning methods
- pattern mining
- dna sequences
- gene expression profiles
- data sets
- binding sites
- computational biology
- frequent patterns