Cancer Classification with a Cost-Sensitive Naive Bayes Stacking Ensemble.
Yueling XiongMingquan YeChangrong WuPublished in: Comput. Math. Methods Medicine (2021)
Keyphrases
- naive bayes
- cost sensitive
- base classifiers
- random forest
- combining classifiers
- decision trees
- gene selection
- ensemble learning
- misclassification costs
- feature selection
- text classification
- classification accuracy
- logistic regression
- cost sensitive learning
- microarray
- classification error
- text categorization
- class distribution
- probability estimation
- gene expression profiles
- training data
- bayesian networks
- class probabilities
- probability estimates
- class imbalance
- data mining
- classifier combination
- support vector machine
- boosting algorithms
- data sets
- support vector machine svm
- knowledge discovery
- data points
- training set