Improved classification of colorectal polyps on histopathological images with ensemble learning and stain normalization.
Sena Busra Yengec TasdemirZafer AydinEbru AkaySerkan DoganBülent YilmazPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- weak learners
- histopathological images
- feature selection
- pattern recognition
- ensemble methods
- support vector
- classification accuracy
- semi supervised learning
- classification algorithm
- support vector machine svm
- image classification
- decision trees
- supervised learning
- machine learning
- feature space
- feature vectors
- machine learning methods
- unlabeled data
- data sets
- active learning
- benchmark datasets
- image analysis
- training samples
- cost sensitive
- bp neural network
- base classifiers
- bayesian networks
- support vector machine
- feature ranking
- learning algorithm
- semi supervised