Protein fold Classification with Genetic Algorithms and Feature Selection.
Peng ChenChunmei LiuLegand L. Burge IIIMahmood MohammadWilliam M. SoutherlandClay GlosterPublished in: J. Bioinform. Comput. Biol. (2009)
Keyphrases
- feature selection
- classification accuracy
- genetic algorithm
- classification models
- feature extraction
- support vector
- feature set
- text classification
- high dimensionality
- support vector machine
- feature space
- machine learning
- redundant features
- classification performances
- mutual information
- method for feature selection
- pattern recognition
- feature selection and classification
- genetic programming
- model selection
- feature vectors
- support vector machine svm
- irrelevant features
- decision trees
- protein classification
- neural network
- multi task
- wrapper feature selection
- protein sequences
- feature subset
- classification method
- text categorization
- unsupervised learning
- microarray data
- protein structure
- classification algorithm
- fold cross validation
- feature ranking
- small sample
- naive bayes
- feature reduction
- simulated annealing
- multi objective
- evolutionary algorithm
- artificial neural networks