A New Hybrid Multiclass Approach Based on KNN and SVM.
Hela LimamAmal ZouhairWided OueslatiPublished in: J. Inf. Knowl. Manag. (2022)
Keyphrases
- multi class
- knn
- support vector machine
- k nearest neighbor
- support vector machine svm
- feature selection
- nearest neighbor
- multiclass support vector machines
- text categorization
- k nearest neighbour
- multi class classification
- classification algorithm
- distance function
- svm classifier
- multiclass problems
- binary classification
- multiclass classification
- pairwise
- cost sensitive
- neural network
- perceptron algorithm
- kernel function
- dimensionality reduction methods
- support vectors
- feature space
- machine learning
- multiclass learning
- support vector
- nearest neighbour
- decision boundary
- classification accuracy
- prediction accuracy