Running Ensemble Workflows at Extreme Scale: Lessons Learned and Path Forward.
Kshitij MehtaAshley CliffFrédéric SuterAngelica M. WalkerMatthew WolfDaniel A. JacobsonScott KlaskyPublished in: e-Science (2022)
Keyphrases
- lessons learned
- future directions
- case study
- data processing
- participatory design
- neural network
- ensemble methods
- scale space
- bi directional
- trade off
- small scale
- machine learning
- shortest path
- business process
- grounded theory
- design science
- classifier ensemble
- ensemble learning
- random forests
- random forest
- base classifiers
- information systems
- feature selection
- web services
- training set