Meta-Classification of Multimedia Classifiers.
Wei-Hao LinRong JinAlexander G. HauptmannPublished in: KDMCD (2002)
Keyphrases
- multimedia
- support vector
- classification systems
- classification method
- classification algorithm
- supervised classification
- decision trees
- training set
- classification accuracy
- svm classifier
- classification models
- class labels
- training samples
- classification rate
- classification process
- higher classification accuracy
- decision boundary
- feature selection
- multiple classifiers
- accurate classification
- machine learning methods
- probabilistic classifiers
- nearest neighbor classifier
- machine learning algorithms
- correctly classified
- pattern recognition
- supervised learning
- rule based classifier
- final classification
- classification procedure
- multi category
- classification decisions
- feature set
- image classification
- classification scheme
- extracted features
- text classification
- classifier combination
- classification schemes
- support vector machine classifiers
- machine learning
- accurate classifiers
- improves the classification accuracy
- classifier ensemble
- discriminative classifiers
- majority voting
- multimedia data
- naive bayes
- bayesian classifier
- naive bayes classifier
- binary classifiers
- metadata
- discriminant functions
- linear classifiers
- roc curve
- feature subset
- training examples