Comparing classifiers when the misallocation costs are uncertain.
Niall M. AdamsDavid J. HandPublished in: Pattern Recognit. (1999)
Keyphrases
- training data
- support vector
- linear classifiers
- feature selection
- decision trees
- decision making
- naive bayes
- total cost
- multiple classifiers
- classification systems
- supervised classification
- machine learning algorithms
- training examples
- feature set
- class labels
- binary classifiers
- ensemble classifier
- classifier ensemble
- majority voting
- machine learning methods
- learning algorithm
- test set
- machine learning approaches
- nearest neighbour
- individual classifiers
- confusion matrix