Interpretable Inference and Classification of Tissue Types in Histological Colorectal Cancer Slides Based on Ensembles Adaptive Boosting Prototype Tree.
Meiyan LiangRu WangJianan LiangLin WangBo LiXiaojun JiaYu ZhangQinghui ChenTianyi ZhangCunlin ZhangPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- decision trees
- ensemble methods
- classification trees
- ensemble classifier
- colorectal cancer
- classification accuracy
- classification rules
- post mortem
- ensemble learning
- machine learning
- feature extraction
- support vector
- tissue classification
- combining classifiers
- feature selection
- multiple classifier systems
- classifier ensemble
- cost sensitive
- image analysis
- decision stumps
- weak learners
- base classifiers
- classification models
- training set
- feature vectors
- benchmark datasets
- support vector machine svm
- training samples
- text classification
- support vector machine
- combining multiple
- regression problems
- bayesian networks
- majority voting
- model selection
- multi class
- active learning
- learning algorithm