Pathologies of Predictive Diversity in Deep Ensembles.
Taiga AbeEstefany Kelly BuchananGeoff PleissJohn P. CunninghamPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- diversity measures
- classifier ensemble
- ensemble methods
- decision trees
- computer assisted
- ensemble members
- deep learning
- neural network ensembles
- clinically relevant
- predictive modeling
- ensemble learning
- base classifiers
- case study
- artificial intelligence
- prediction accuracy
- model selection
- semi supervised
- probabilistic model
- support vector
- machine learning
- neural network
- ensemble selection
- data sets
- neural network ensemble
- real time