The foundations of cost-sensitive causal classification.
Wouter VerbekeDiego OlayaJeroen BerrevoetsSebastián MaldonadoPublished in: CoRR (2020)
Keyphrases
- cost sensitive
- cost sensitive classification
- cost sensitive learning
- misclassification costs
- multi class
- class imbalance
- binary classification
- naive bayes
- class distribution
- active learning
- class dependent
- decision tree algorithm
- probability estimates
- support vector machine
- error rate
- data sets
- decision rules
- feature extraction
- feature selection
- semisupervised learning
- confidence weighted
- cost sensitive boosting
- svm classifier
- text categorization
- training samples
- image classification
- supervised learning
- classification accuracy
- support vector
- machine learning