Using Physics-Based M&S for Training and Testing Machine Learning Algorithms.
Justin CarrilloBurhman Q. GatesGabe MonroeBrent NewellPhillip J. DurstPublished in: MESAS (2018)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning methods
- machine learning
- decision trees
- learning problems
- random forests
- test set
- predictive accuracy
- training and test data
- input features
- machine learning models
- training set
- training phase
- machine learning approaches
- test data
- learning tasks
- training examples
- supervised learning
- machine learning systems
- learning models
- test cases
- prediction accuracy
- active learning
- statistical machine learning
- standard machine learning algorithms