An expert system to predict protein thermostability using decision tree.
Li-Cheng WuJian-Xin LeeHsien-Da HuangBaw-Juine LiuJorng-Tzong HorngPublished in: Expert Syst. Appl. (2009)
Keyphrases
- decision trees
- predicting protein
- subcellular localization
- expert systems
- protein secondary structure
- protein structure
- protein secondary structure prediction
- knowledge base
- logistic regression
- protein sequences
- decision tree algorithm
- decision tree induction
- classification models
- predictive accuracy
- machine learning algorithms
- naive bayes
- information gain
- mass spectra
- attribute selection
- inference engine
- molecular dynamics
- contact map
- experimentally determined
- multivariate decision trees
- decision tree learning
- protein folding
- mass spectrometry
- protein interaction
- data mining
- amino acids
- expert knowledge
- pairwise
- search algorithm
- machine learning