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: CoRR (2018)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- support vector machine svm
- nearest neighbor
- web document classification
- support vector machine
- feature selection
- text classification
- nearest neighbour
- distance function
- ensemble selection
- text categorization
- classification accuracy
- k nearest
- document classification
- support vector
- svm classifier
- neural network
- decision trees
- benchmark datasets
- unsupervised learning
- information gain
- classification models
- machine learning methods
- class labels
- dimensionality reduction
- text mining
- upper bound
- feature vectors
- training set
- machine learning