Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity.
Michael J. SiersMd Zahidul IslamPublished in: ACM Trans. Knowl. Discov. Data (2021)
Keyphrases
- cost sensitive
- class imbalance
- decision trees
- cost sensitive learning
- naive bayes
- class distribution
- misclassification costs
- binary classification
- multi class
- similarity measure
- base classifiers
- active learning
- machine learning
- imbalanced data
- minority class
- decision rules
- machine learning algorithms
- probability estimation
- missing values
- text classification
- classification accuracy
- training data
- text categorization
- nearest neighbour
- feature vectors
- classification trees
- boosting algorithms
- training set
- bayesian networks