Interpretable Prediction of Protein Stability Changes upon Mutation by Using Decision Tree.
Larry HuangWen-Lin HuangShinn-Ying HoShiow-Fen HwangPublished in: CIBCB (2005)
Keyphrases
- decision trees
- contact map
- subcellular localization
- protein structure prediction
- protein secondary structure
- prediction accuracy
- classification rules
- contact maps
- predicting protein
- genetic algorithm
- protein sequences
- prediction error
- protein homology
- drug design
- protein interaction
- predictive model
- protein structure
- prediction model
- predictive accuracy
- machine learning algorithms
- protein tertiary structure
- evolutionary algorithm
- naive bayes
- protein classification
- protein function prediction
- neural network
- logistic regression
- decision tree induction
- amino acid sequences
- gene prediction
- decision tree algorithm
- genetic programming
- physicochemical properties
- random forest
- secondary structure