A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets.
Amjad AliMuhammad HamrazNaz GulDost Muhammad KhanSaeed AldahmaniZardad KhanPublished in: Pattern Recognit. (2023)
Keyphrases
- k nearest neighbour
- feature subset
- ensemble feature selection
- information gain
- feature selection
- ensemble methods
- nearest neighbour
- knn
- final classification
- feature subset selection
- feature ranking
- ensemble learning
- classifier ensemble
- ensemble members
- support vector machine
- classification accuracy
- k nearest neighbor
- feature set
- decision trees
- svm classifier
- neural network
- feature selection algorithms
- multi layer perceptron
- text categorization
- mutual information
- machine learning methods
- random forest
- genetic algorithm ga
- feature space
- training data
- redundant features
- data sets
- benchmark datasets
- gene selection
- text classification
- nearest neighbor
- learning algorithm