Ensemble of Classifiers with Modification of Confidence Values.
Robert BurdukPaulina BaczynskaPublished in: CISIM (2016)
Keyphrases
- confidence values
- ensemble learning
- ensemble classifier
- classifier ensemble
- ensemble pruning
- multiple classifiers
- training data
- training set
- majority voting
- confidence measure
- randomized trees
- individual classifiers
- final classification
- combining classifiers
- decision tree classifiers
- ensemble methods
- accurate classifiers
- feature selection
- weighted voting
- multiple classifier systems
- naive bayes
- trained classifiers
- support vector
- ensemble members
- weak learners
- decision trees
- training samples
- classifier combination
- random forest
- base classifiers
- preprocessing
- pruning algorithm
- feature set
- weak classifiers
- machine learning methods
- depth map
- classification algorithm
- concept drift
- real time