Sparsity Increases Uncertainty Estimation in Deep Ensemble.
Uyanga DorjsembeJu-Hong LeeBumghi ChoiJae Won SongPublished in: Comput. (2021)
Keyphrases
- high dimensional
- ensemble methods
- neural network
- estimation algorithm
- ensemble learning
- uncertain data
- inherent uncertainty
- random forests
- random forest
- training set
- feature selection
- prediction accuracy
- parameter estimation
- multi class
- probabilistic model
- support vector
- accurate estimation
- classifier ensemble
- majority voting
- multiple classifiers