Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines.
Rémi SainctCyril FeauJean-Marc MartinezJosselin GarnierPublished in: CoRR (2018)
Keyphrases
- active learning
- support vector
- training examples
- learning strategies
- logistic regression
- feature selection
- learning machines
- kernel function
- pool based active learning
- machine learning
- large margin classifiers
- version space
- experimental design
- generalization ability
- kernel methods
- computationally expensive
- cross validation
- computationally efficient
- training set
- learning algorithm