On Adjustment Functions for Weight-Adjusted Voting-Based Ensembles of Classifiers.
Kuo-Wei HsuPublished in: J. Comput. (2014)
Keyphrases
- weighted voting
- majority voting
- ensemble learning
- ensemble classifier
- decision trees
- classifier ensemble
- fusion methods
- diversity measures
- ensemble methods
- multiple classifier systems
- voting method
- feature weights
- base classifiers
- combining classifiers
- imbalanced data
- test set
- topology preserving
- training set
- feature ranking
- machine learning
- supervised classification
- machine learning methods
- test data
- classification algorithm
- data fusion
- feature selection
- support vector
- neural network
- meta learning
- ensemble members
- feature space
- classifier fusion
- naive bayes
- svm classifier
- individual classifiers
- classifier combination
- voting scheme
- classification models