Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging.
Zardad KhanNaz GulNosheen FaizAsma GulWerner AdlerBerthold LausenPublished in: IEEE Access (2021)
Keyphrases
- decision trees
- tree ensembles
- randomized trees
- classification accuracy
- machine learning
- pattern recognition
- feature vectors
- machine learning algorithms
- ensemble methods
- training set
- feature extraction
- classification algorithm
- optimal solution
- ensemble classification
- support vector machine svm
- majority voting
- class labels
- decision tree learners
- benchmark datasets
- classifier fusion
- naive bayes
- feature selection
- tree structure
- cross validation
- meta learning
- classifier ensemble
- imbalanced data
- multi instance
- decision tree learning
- image classification
- support vector machine
- dynamic programming
- support vector