Feature Ranking for Protein Classification.
Faouzi MhamdiRicco RakotomalalaMourad ElloumiPublished in: CORES (2005)
Keyphrases
- feature ranking
- protein classification
- protein sequences
- feature selection
- string kernels
- support vector machine
- multi class
- kernel methods
- feature subset selection
- high dimensionality
- text categorization
- feature subset
- gene selection
- text classification
- fold cross validation
- feature selection algorithms
- classification models
- random forest
- neural network
- ensemble learning
- grammatical inference
- protein families
- amino acids
- missing values
- logistic regression
- pattern recognition
- support vector
- machine learning
- learning problems
- microarray
- classification accuracy
- feature vectors
- data sets