A machine-learning based ensemble method for anti-patterns detection.
Antoine BarbezFoutse KhomhYann-Gaël GuéhéneucPublished in: J. Syst. Softw. (2020)
Keyphrases
- ensemble methods
- machine learning
- machine learning methods
- decision trees
- prediction accuracy
- decision tree learning
- ensemble learning
- base classifiers
- random forests
- random forest
- machine learning algorithms
- benchmark datasets
- rotation forest
- object detection
- pattern recognition
- learning algorithm
- inductive learning
- multilabel classification
- generalization ability
- bias variance analysis
- data mining
- learning tasks
- change detection
- model selection
- text mining
- ensemble classifier
- feature selection
- computer vision
- data sets