Incorporation of pre-classifier and nonlinear feature selection for tropical wood species recognition system.
Imanurfatiehah IbrahimAnis Salwa Mohd KhairuddinRubiyah YusofPublished in: ASCC (2015)
Keyphrases
- feature selection
- feature set
- feature extraction
- feature space
- feature selection algorithms
- support vector machine
- small sample
- feature reduction
- feature selection and classifier
- bayes classifier
- improve the recognition accuracy
- text classification
- high dimension
- text categorization
- input features
- feature subset
- mutual information
- support vector
- feature weighting
- selected features
- multi class
- bayesian classifier
- decision trees
- higher classification accuracy
- selection criterion
- high dimensionality
- information gain
- training data
- training set
- microarray data
- classification performances
- irrelevant features
- feature ranking
- fold cross validation
- classification algorithm
- classification method
- class labels
- dimensionality reduction
- extracted features
- classification accuracy
- classification models
- data sets
- kernel function
- linear classifiers
- recognition algorithm
- automatic relevance determination
- generalized discriminant analysis