An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier.
Stefanos OugiaroglouGeorgios EvangelidisDimitrios DervosPublished in: CoRR (2013)
Keyphrases
- knn
- reference set
- k nearest neighbour
- k nearest neighbor
- classification method
- classification algorithm
- mixed data
- k nearest
- nearest neighbor
- support vector machine
- feature selection
- nearest neighbour
- text categorization
- selected features
- background knowledge
- training data
- svm classifier
- support vector machine svm
- text classification
- semi automatically
- nearest neighbor algorithm
- voting methods
- data sets
- feature set
- neural network
- feature space
- training samples
- training set
- class labels
- multi layer perceptron
- information extraction
- pairwise
- feature extraction
- search engine