CIFAR-10: KNN-based Ensemble of Classifiers.
Yehya AbouelnagaOla S. AliHager RadyMohamed MoustafaPublished in: CoRR (2016)
Keyphrases
- knn
- majority voting
- k nearest neighbor
- k nearest neighbour
- classification algorithm
- voting methods
- ensemble learning
- knn classifier
- classification method
- nearest neighbor
- classifier ensemble
- feature selection
- text categorization
- ensemble classifier
- distance function
- nearest neighbour
- training set
- neural network
- training data
- uci benchmark data
- nearest neighbor algorithm
- knn algorithm
- individual classifiers
- similarity search
- ensemble methods
- support vector machine
- text classification
- support vector machine svm
- binary classification tasks
- decision trees
- learning algorithm
- test instances
- base classifiers
- random forest
- concept drift
- knn classification
- data sets
- high dimensional
- imbalanced data
- support vector
- artificial neural networks
- information gain
- input space
- euclidean distance
- svm classifier
- prediction accuracy