An Improved NN-SVM Based on K Congener Nearest Neighbors Classification Algorithm.
Shirong ZhangKuanjiu ZhouYuan TianPublished in: KSEM (2007)
Keyphrases
- classification algorithm
- nearest neighbor
- knn
- k nearest neighbor
- support vector machine svm
- support vector machine
- training set
- svm classifier
- classification method
- support vector
- document classification
- training phase
- hierarchical classification
- classification rules
- active learning
- nearest neighbor search
- accurate classification
- multi class
- training data
- data points
- concept drift
- naive bayes
- feature selection
- decision boundary
- index structure
- multi label classification
- nn search
- class labels
- hyperplane
- text categorization
- text classification
- natural language processing
- classification accuracy
- feature vectors
- feature space
- input features
- similarity measure
- classifier ensemble
- neural network
- data sets