A Comparative Study of Ensemble Learning Approaches in the Classification of Breast Cancer Metastasis.
Wangshu ZhangFeng ZengXuebing WuXuegong ZhangRui JiangPublished in: IJCBS (2009)
Keyphrases
- breast cancer
- ensemble learning
- breast cancer diagnosis
- generalization ability
- mammogram images
- bladder cancer
- microcalcification clusters
- computer aided diagnosis
- logistic regression
- breast cancer patients
- breast tissue
- feature selection
- support vector machine
- classification accuracy
- feature extraction
- ensemble classifier
- support vector
- support vector machine svm
- supervised learning
- image processing
- decision trees
- machine learning methods
- ensemble methods
- pattern recognition
- active learning
- feature vectors
- random forest
- machine learning
- training data
- base classifiers
- machine learning algorithms
- text classification
- feature set