Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance?
Rafael M. O. CruzHiba H. ZakaneRobert SabourinGeorge D. C. CavalcantiPublished in: IPTA (2017)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- support vector machine svm
- text classification
- nearest neighbor
- web document classification
- support vector machine
- feature selection
- ensemble selection
- nearest neighbour
- text categorization
- k nearest
- training set
- classification accuracy
- voting methods
- decision trees
- support vector
- benchmark datasets
- distance function
- information gain
- document classification
- model selection
- feature extraction
- feature space
- neural network
- data mining
- multi layer perceptron
- machine learning
- text mining
- feature vectors