An ENSEMBLE machine learning approach for the prediction of all-alpha membrane proteins.
Pier Luigi MartelliPiero FariselliRita CasadioPublished in: ISMB (Supplement of Bioinformatics) (2003)
Keyphrases
- machine learning
- subcellular localization
- protein secondary structure
- prediction accuracy
- protein secondary structure prediction
- living cells
- neural network ensemble
- amino acid sequences
- machine learning algorithms
- protein structure prediction
- learning algorithm
- protein sequences
- protein structure
- drug design
- amino acids
- ensemble methods
- protein tertiary structure
- wet lab
- machine learning methods
- neural network
- contact map
- contact maps
- computational biology
- protein protein interactions
- natural language processing
- ensemble classifier
- protein interaction
- text classification
- predicting protein
- feature selection
- prediction model
- feature ranking
- protein classification
- predictive modeling
- ensemble learning
- model selection
- decision trees
- protein chains
- biological processes
- molecular biology
- text mining
- information extraction
- support vector machine
- training set
- data mining