On Margins and Generalisation for Voting Classifiers.
Felix BiggsValentina ZantedeschiBenjamin GuedjPublished in: CoRR (2022)
Keyphrases
- majority voting
- training set
- weighted voting
- training data
- support vector
- classification systems
- decision trees
- linear classifiers
- classification method
- machine learning algorithms
- voting method
- naive bayes
- feature selection
- class conditional
- ensemble classifier
- ensemble learning
- trained classifiers
- data sets
- classification algorithm
- training samples
- nearest neighbor
- roc curve
- supervised classification
- logistic regression
- classifier ensemble
- prediction accuracy
- classifier combination
- multiple classifiers
- soft margin
- np hard
- voting schemes
- machine learning