Ensemble of surrogate models using sign based cross validation error.
Haobo QiuLiming ChenChen JiangXiwen CaiLiang GaoPublished in: CSCWD (2017)
Keyphrases
- cross validation
- generalization error
- regression problems
- error estimates
- training set
- model selection
- hyperparameters
- cross validated
- akaike information criterion
- support vector
- variable selection
- error estimation
- neural network
- regularization parameter
- nearest neighbor classifiers
- ensemble learning
- error rate
- base learners
- machine learning
- classification accuracy
- learning algorithm
- active learning
- ls svm
- leave one out cross validation
- random forest
- ensemble methods