Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers.
Blaine NelsonBattista BiggioPavel LaskovPublished in: ACML (2011)
Keyphrases
- weighted distance
- majority vote
- k nearest neighbour
- decision trees
- distance measure
- training data
- test set
- training samples
- naive bayes
- linear classifiers
- nearest neighbour
- training set
- support vector
- machine learning algorithms
- multi class
- distance function
- euclidean distance
- classification systems
- ensemble learning
- supervised classification
- augmented naive bayes
- multiple classifiers
- feature selection
- classification models
- distance metric
- feature set
- weighted graph
- classification algorithm
- classifier combination
- svm classifier
- multiple classifier systems
- active learning
- low variance
- feature vectors