Cost-Sensitive Extreme Gradient Boosting for Imbalanced Classification of Breast Cancer Diagnosis.
Manop PhankokkruadPublished in: ICCSCE (2020)
Keyphrases
- cost sensitive
- breast cancer diagnosis
- class imbalance
- class distribution
- cost sensitive learning
- gradient boosting
- multi class
- binary classification
- base learners
- misclassification costs
- breast cancer
- naive bayes
- active learning
- support vector machine
- classification accuracy
- machine learning
- text classification
- cancer diagnosis
- machine learning methods
- benchmark datasets
- fraud detection
- feature vectors
- decision trees