A Hierarchical Ensemble Method for DAG-Structured Taxonomies.
Peter N. RobinsonMarco FrascaSebastian KöhlerMarco NotaroMatteo ReGiorgio ValentiniPublished in: MCS (2015)
Keyphrases
- ensemble methods
- prediction accuracy
- benchmark datasets
- random forests
- ensemble learning
- machine learning methods
- random forest
- generalization ability
- decision trees
- rotation forest
- base classifiers
- directed acyclic graph
- evolutionary algorithm
- ensemble classifier
- drifting concepts
- base learners
- feature subset
- classifier ensemble
- optimization algorithm
- machine learning
- meta learning
- subspace methods
- ensemble members