Facing Imbalanced Classes through Aggregation of Classifiers.
Mario MolinaraMaria Teresa RicamatoFrancesco TortorellaPublished in: ICIAP (2007)
Keyphrases
- decision trees
- naive bayes
- support vector
- classification rate
- supervised classification
- training data
- test set
- linear classifiers
- machine learning algorithms
- svm classifier
- feature selection
- individual classifiers
- data aggregation
- multiple classifiers
- ensemble classifier
- classification systems
- machine learning methods
- extracted features
- class labels
- training examples
- machine learning approaches
- classification algorithm
- classification process
- decision boundary
- image classification
- classifier combination
- sensor networks
- training set
- optimum path forest