Ensemble of a subset of kNN classifiers.
Asma GulAris PerperoglouZardad KhanOsama MahmoudMiftahuddin MiftahuddinWerner AdlerBerthold LausenPublished in: Adv. Data Anal. Classif. (2018)
Keyphrases
- knn
- majority voting
- k nearest neighbor
- k nearest neighbour
- voting methods
- feature selection
- classification algorithm
- nearest neighbor
- ensemble learning
- uci benchmark data
- knn classifier
- ensemble classifier
- classifier ensemble
- text categorization
- classification method
- nearest neighbour
- nearest neighbor algorithm
- training data
- support vector machine svm
- similarity search
- distance function
- feature subset
- support vector machine
- individual classifiers
- text classification
- ensemble methods
- neural network
- svm classifier
- knn algorithm
- binary classification tasks
- k nearest
- decision trees
- imbalanced data
- feature set
- support vector
- training set
- naive bayes
- knn classification
- decision boundary
- weak classifiers
- similarity measure
- random forests
- base classifiers
- machine learning algorithms
- learning algorithm
- training samples
- classification accuracy