Evaluation of LBP Variants Using Several Metrics and kNN Classifiers.
Oscar García-OlallaEnrique AlegreMaría Teresa García-OrdásLaura Fernández-RoblesPublished in: SISAP (2013)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- voting methods
- classification method
- nearest neighbor
- knn classifier
- majority voting
- distance function
- nearest neighbor algorithm
- feature selection
- nearest neighbour
- text categorization
- knn algorithm
- uci benchmark data
- neural network
- decision trees
- training set
- test instances
- text classification
- naive bayes
- support vector machine
- similarity search
- face recognition
- k nearest
- local binary pattern
- information gain
- texture analysis
- support vector machine svm
- knn classification
- shows significant improvements
- binary classification tasks