Uncertainty Visualization by Representative Sampling from Prediction Ensembles.
Le LiuAlexander P. BooneIan T. RuginskiLace M. K. PadillaMary HegartySarah H. Creem-RegehrWilliam B. ThompsonCem YukselDonald H. HousePublished in: IEEE Trans. Vis. Comput. Graph. (2017)
Keyphrases
- prediction accuracy
- neural network ensemble
- imbalanced data
- random sampling
- visualization tools
- data visualization
- ensemble methods
- prediction intervals
- decision trees
- prediction model
- uncertain data
- self organizing maps
- knowledge discovery
- training data
- monte carlo
- random forests
- belief functions
- ensemble classifier
- sampling algorithm
- sampling methods
- training set
- data analysis