Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning.
Siyuan ZhangLinbo XiePublished in: Neural Process. Lett. (2023)
Keyphrases
- cost sensitive learning
- least squares
- cost sensitive classification
- cost sensitive
- probability estimation
- class imbalance
- misclassification costs
- support vector
- rule extraction
- missing values
- multi class
- decision trees
- model selection
- support vector machine
- active learning
- binary classifiers
- regression problems
- class distribution
- binary classification
- training set
- classification algorithm
- feature selection
- text classification
- naive bayes
- rough sets
- decision boundary
- cross validation
- classification accuracy
- svm classifier
- logistic regression
- feature space
- minority class