Improved Pairwise Coupling Classification with Correcting Classifiers.
Miguel MoreiraEddy MayorazPublished in: ECML (1998)
Keyphrases
- classification systems
- classification algorithm
- classification models
- classification method
- decision trees
- support vector
- svm classifier
- machine learning algorithms
- accurate classification
- training set
- classification rate
- class labels
- supervised classification
- classification process
- binary classifiers
- improves the classification accuracy
- k nearest neighbour
- feature selection
- classification accuracy
- training samples
- machine learning methods
- high classification accuracy
- multi category
- support vector machine
- multiclass classification
- fold cross validation
- final classification
- classifier combination
- nearest neighbor classifier
- combining classifiers
- correctly classified
- training data
- pattern recognition
- decision boundary
- discriminant functions
- feature set
- classification procedure
- imbalanced data sets
- optimum path forest
- support vector machine classifiers
- probabilistic classifiers
- machine learning
- associative classifiers
- rule based classifier
- feature extraction
- majority voting
- bayesian classifier
- feature space
- image classification
- pattern classification
- cost sensitive
- classification decisions
- multi class
- multiple classifiers
- roc analysis
- bayes classifier
- multiple classifier systems
- multi layer perceptron
- feature vectors
- classification scheme
- individual classifiers
- trained classifiers
- decision tree classifiers
- discriminative classifiers