An Optimal k Nearest Neighbours Ensemble for Classification Based on Extended Neighbourhood Rule with Features subspace.
Amjad AliMuhammad HamrazDost Muhammad KhanSaeed AldahmaniZardad KhanPublished in: CoRR (2022)
Keyphrases
- k nearest neighbour
- feature space
- feature extraction
- nearest neighbour
- classification accuracy
- feature vectors
- feature set
- knn
- feature subset
- classification models
- feature selection
- svm classifier
- information gain
- support vector machine
- multiple classifiers
- pattern recognition
- ensemble classifier
- decision trees
- classification rules
- random forest
- optimal solution
- wrapper feature selection
- support vector machine svm
- machine learning methods
- benchmark datasets
- neural network
- multi layer perceptron
- training set
- support vector
- learning algorithm
- genetic algorithm
- principal components
- model selection
- image classification
- weak classifiers
- training data
- weak learners
- feature subspace