Pathologies of Predictive Diversity in Deep Ensembles.
Taiga AbeEstefany Kelly BuchananGeoff PleissJohn P. CunninghamPublished in: CoRR (2023)
Keyphrases
- diversity measures
- classifier ensemble
- ensemble members
- ensemble methods
- computer assisted
- neural network ensembles
- decision trees
- neural network ensemble
- neural network
- multi agent
- ensemble feature selection
- deep learning
- random forests
- ensemble selection
- clinically relevant
- data sets
- ensemble learning
- simulated annealing
- probabilistic model
- databases