A new training method for support vector machines: Clustering k-NN support vector machines.
Emre ÇomakAhmet ArslanPublished in: Expert Syst. Appl. (2008)
Keyphrases
- support vector
- knn
- support vector machine
- large margin classifiers
- learning machines
- classification accuracy
- support vector machine svm
- k nearest neighbor
- clustering method
- training examples
- cross validation
- pairwise
- training set
- k nearest neighbour
- mixed data
- multi step
- pattern classification
- training samples
- feature set
- nearest neighbor
- k means
- similarity measure
- data sets
- web document classification
- correlation coefficient
- kernel methods
- naive bayes
- clustering algorithm
- learning algorithm
- machine learning
- neural network