The Curse of Diversity in Ensemble-Based Exploration.
Zhixuan LinPierluca D'OroEvgenii NikishinAaron C. CourvillePublished in: CoRR (2024)
Keyphrases
- classifier ensemble
- ensemble members
- ensemble learning
- diversity measures
- ensemble methods
- high dimensional
- neural network
- high dimensional data
- dimensionality reduction
- training data
- learning algorithm
- database
- search capabilities
- dimension reduction
- base classifiers
- random forests
- objective function
- regression problems
- feature selection
- random forest
- training set
- artificial neural networks
- multiple classifiers
- information retrieval
- ensemble pruning
- ensemble feature selection