A Comparison Study of Cost-Sensitive Classifier Evaluations.
Bing ZhouQingzhong LiuPublished in: Brain Informatics (2012)
Keyphrases
- cost sensitive
- cost sensitive classification
- cost sensitive learning
- multi class
- misclassification costs
- probability estimates
- class probabilities
- multiclass classification
- class dependent
- support vector machine
- class distribution
- binary classification
- naive bayes
- active learning
- binary classifiers
- training data
- class imbalance
- decision trees
- confidence weighted
- linear classifiers
- classification algorithm
- training examples
- svm classifier
- feature selection
- support vector machine svm
- training set
- learning algorithm
- data sets