Cost-sensitive ensemble classification algorithm for medical image.
Minghui ZhangHaiwei PanNiu ZhangXiaoqin XieZhiqiang ZhangXiaoning FengPublished in: Int. J. Comput. Sci. Eng. (2018)
Keyphrases
- medical images
- cost sensitive
- classification algorithm
- naive bayes
- base classifiers
- classifier ensemble
- support vector machine
- base learners
- training set
- training data
- decision trees
- misclassification costs
- cost sensitive classification
- multi class
- cost sensitive learning
- ensemble methods
- classification accuracy
- binary classification
- class distribution
- feature selection
- text classification
- learning algorithm
- concept drift
- knn
- active learning
- k nearest neighbor
- classification rules
- class labels
- text categorization
- probability estimation
- probability estimates
- class probabilities
- classification error
- neural network
- bayesian networks
- benchmark datasets
- prior knowledge
- image processing
- image classification
- machine learning