Improving binary classification using filtering based on k-NN proximity graphs.
Maher Ala'rajMunir MajdalawiehMaysam F. AbbodPublished in: J. Big Data (2020)
Keyphrases
- knn
- binary classification
- k nearest neighbor
- support vector machine
- graph construction
- multi class
- support vector
- nearest neighbor
- multi label
- learning problems
- cost sensitive
- text categorization
- k nearest neighbour
- distance function
- feature selection
- support vector machine svm
- classification algorithm
- prediction accuracy
- text classification
- generalization error
- class imbalance
- k nearest
- neural network
- ensemble methods
- distance metric
- classification accuracy
- reinforcement learning
- bayesian networks