Automated Structural Classification of Proteins by Using Decision Trees and Structural Protein Features.
Slobodan KalajdziskiBojan PepikIlinka IvanovskaGeorgina MircevaKire TrivodalievDanco DavcevPublished in: ICT Innovations (2009)
Keyphrases
- decision trees
- structural similarities
- structural information
- feature vectors
- classification accuracy
- protein structural
- feature construction
- structural features
- classification models
- sequence similarity
- feature set
- decision tree classifiers
- feature extraction
- protein structure
- classification method
- feature selection
- amino acids
- protein sequences
- machine learning
- protein protein interactions
- subcellular localization
- protein function
- svm classifier
- feature space
- training set
- computational methods
- experimentally determined
- protein classification
- contact map
- microarray
- physicochemical properties
- protein functional
- feature ranking
- gene ontology