Meta-classification: Combining Multimodal Classifiers.
Wei-Hao LinAlexander G. HauptmannPublished in: Revised Papers from MDM/KDD and PAKDD/KDMCD (2002)
Keyphrases
- support vector
- classification systems
- classification models
- decision trees
- combining classifiers
- classification method
- classifier combination
- classification algorithm
- training samples
- multiple classifier systems
- training set
- supervised classification
- feature selection
- probabilistic classifiers
- machine learning algorithms
- svm classifier
- binary classifiers
- pattern recognition
- multiple classifiers
- classification rate
- machine learning methods
- classification accuracy
- feature set
- class labels
- discriminant functions
- classification scheme
- classification process
- brain image analysis
- individual classifiers
- text classification
- optimum path forest
- k nearest neighbour
- multiclass classification
- multi category
- naive bayes
- accurate classification
- roc analysis
- higher classification accuracy
- fold cross validation
- support vector machine classifiers
- decision boundary
- final classification
- machine learning
- correctly classified
- classification procedure
- improves the classification accuracy
- support vector machine svm
- linear classifiers
- nearest neighbor classifier
- majority voting
- ensemble classifier
- combining multiple
- image classification
- training data
- feature extraction
- discriminative classifiers
- bayesian classifier
- cost sensitive
- multi modal
- multi class
- knn
- learning algorithm