Protein cellular localization prediction with Support Vector Machines and Decision Trees.
Ana Carolina LorenaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: Comput. Biol. Medicine (2007)
Keyphrases
- decision trees
- subcellular localization
- protein secondary structure
- contact map
- cellular processes
- protein structure prediction
- prediction accuracy
- protein function prediction
- protein interaction
- protein tertiary structure
- protein secondary structure prediction
- contact maps
- drug design
- protein structure
- cellular automata
- machine learning
- prediction error
- predictive accuracy
- gene prediction
- predicting protein
- protein homology
- naive bayes
- decision tree induction
- decision tree learning
- experimental conditions
- prediction model
- physico chemical
- experimentally determined
- protein sequences
- signal transduction
- remote homology detection
- predictive clustering trees
- physicochemical properties
- amino acids
- rule induction
- classification trees
- feature construction
- gene networks