Rationalizing the Parameters of K-Nearest Neighbor Classification Algorithm.
Jian LiuGang ZhaoYunpeng ZhengPublished in: CloudCom-Asia (2015)
Keyphrases
- knn algorithm
- k nearest neighbor
- classification algorithm
- knn
- nearest neighbor
- accurate classification
- classification method
- text categorization
- neural network
- support vector machine
- support vector machine svm
- k nearest neighbour
- distance function
- document classification
- training phase
- knn classifier
- concept drift
- text classification
- vowel recognition
- classifier ensemble
- expectation maximization
- feature selection
- data mining
- hierarchical document clustering
- graph construction
- database
- probability estimation
- natural language processing
- feature vectors
- training set
- learning algorithm
- data sets