Using diversity of errors for selecting members of a committee classifier.
Matti AkselaJorma LaaksonenPublished in: Pattern Recognit. (2006)
Keyphrases
- classifier ensemble
- false negative
- training data
- support vector machine
- classifier systems
- diversity measures
- svm classifier
- support vector
- feature space
- decision trees
- selection algorithm
- nearest neighbor classifier
- class labels
- training samples
- training examples
- label noise
- virtual communities
- learning algorithm
- classification scheme
- linear classifiers
- classification process
- receiver operating characteristic curves
- learning phase
- bayesian classifier
- roc curve
- ensemble learning
- classification algorithm
- recognition rate
- feature set
- training set