Ensemble Enhanced Evidential k-NN Classifier Through Random Subspaces.
Asma TrabelsiZied ElouediEric LefevrePublished in: ECSQARU (2017)
Keyphrases
- knn
- random subspaces
- random subspace
- majority voting
- k nearest neighbour
- k nearest neighbor
- nearest neighbor classifiers
- nearest neighbor
- co training
- classifier fusion
- classification algorithm
- k nearest
- text classification
- support vector machine
- feature selection
- random forest
- classifier ensemble
- subspace methods
- nearest neighbor classifier
- ensemble learning
- nearest neighbour
- distance function
- text categorization
- support vector machine svm
- class imbalance
- individual classifiers
- multiple classifier systems
- ensemble methods
- neural network
- decision trees
- ensemble classifier
- learning algorithm
- training data
- training set
- random forests
- training examples
- feature subspace
- supervised learning
- weak classifiers
- pairwise
- support vector
- svm classifier
- training samples
- semi supervised learning
- feature set
- semi supervised