An improved KNN algorithm based on ensemble methods and correlation.
Youness ManzaliKhalidou Abdoulaye BarryMohamed ElfarPublished in: CiSt (2023)
Keyphrases
- ensemble methods
- knn algorithm
- k nearest neighbor
- knn
- bootstrap sampling
- prediction accuracy
- decision trees
- benchmark datasets
- text classification
- machine learning methods
- k nearest neighbour
- random forests
- ensemble learning
- base classifiers
- random forest
- drifting concepts
- imbalanced data
- nearest neighbor
- text categorization
- classifier ensemble
- decision tree ensembles
- correlation coefficient
- ensemble classifier
- support vector machine svm
- mutual information
- ensemble feature selection
- neural network
- classification accuracy
- evolutionary algorithm
- feature space
- pattern recognition
- image processing
- genetic algorithm
- data sets