A new method for selection optimum k value in k-NN classification algorithm.
Masoud MalekiKubra ErogluOnder AydemirNegin ManshooriTemel KayikçiogluPublished in: SIU (2013)
Keyphrases
- knn
- classification algorithm
- k nearest neighbor
- classification method
- nearest neighbor
- k nearest neighbour
- distance function
- support vector machine
- text categorization
- training phase
- similarity search
- support vector machine svm
- pairwise
- document classification
- nearest neighbour
- training set
- training samples
- graph construction
- data sets
- feature set
- supervised learning
- artificial neural networks
- image processing
- information retrieval