Classification of Breast Tumors Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods.
Mohammad Reza AbbasniyaSayed Ali SheikholeslamzadehHamid NasiriSamaneh EmamiPublished in: Comput. Electr. Eng. (2022)
Keyphrases
- classification method
- benchmark datasets
- machine learning methods
- classification models
- feature ranking
- classification accuracy
- single feature
- feature vectors
- feature selection
- feature extraction
- weak classifiers
- model selection
- support vector machine svm
- gradient boosting
- machine learning
- decision trees
- feature space
- image features
- ensemble methods
- feature subset
- histopathology images
- global features
- training set
- classification algorithm
- class labels
- pairwise
- co occurrence