A Nested Ensemble Method to Bilevel Machine Learning.
Lisha ChenMomin AbbasTianyi ChenPublished in: ICASSP (2023)
Keyphrases
- ensemble methods
- machine learning methods
- machine learning
- decision trees
- prediction accuracy
- random forests
- decision tree learning
- random forest
- ensemble learning
- generalization ability
- base classifiers
- benchmark datasets
- machine learning algorithms
- pattern recognition
- data mining
- rotation forest
- bias variance analysis
- drifting concepts
- learning algorithm
- semi supervised learning
- subspace methods
- classifier ensemble
- evolutionary algorithm
- information extraction
- feature selection
- ensemble classifier
- base learners
- text mining
- ensemble members
- data sets
- training set
- supervised learning
- learning problems
- model selection
- naive bayes