A Training Set Subsampling Strategy for the Reduced Basis Method.
Sridhar ChellappaLihong FengPeter BennerPublished in: J. Sci. Comput. (2021)
Keyphrases
- classification accuracy
- training set
- machine learning methods
- cross validation
- detection method
- pairwise
- similarity measure
- clustering method
- computationally efficient
- experimental evaluation
- probabilistic model
- optimization method
- data sets
- input data
- feature set
- machine learning
- significant improvement
- learning algorithm
- feature extraction
- genetic algorithm
- high precision
- test data
- classification method
- synthetic data
- error rate
- computational cost
- training data
- optimization algorithm
- feature space
- active learning
- high accuracy
- nearest neighbor
- cost function