Classifier Selection Uses Decision Profiles in Binary Classification Task.
Paulina BaczynskaRobert BurdukPublished in: IP&C (2015)
Keyphrases
- binary classification
- binary classifiers
- support vector
- support vector machine
- multiclass classification
- multi class
- individual classifiers
- binary classification problems
- learning problems
- cost sensitive
- multi class classification
- single class
- multi label
- generalization error
- ensemble methods
- class labels
- decision trees
- feature space
- feature selection
- svm classifier
- cross validation
- classification algorithm
- supervised learning
- training data
- learning tasks
- reinforcement learning
- image classification
- machine learning
- prediction accuracy
- higher order
- machine learning algorithms
- data points
- learning process
- training set
- lower bound
- kernel methods