An Exponential Tail Bound for Lq Stable Learning Rules. Application to k-Folds Cross-Validation.
Karim T. Abou-MoustafaCsaba SzepesváriPublished in: ISAIM (2018)
Keyphrases
- cross validation
- learning rules
- model selection
- training set
- variable selection
- support vector
- upper bound
- hyperparameters
- neural network
- biologically inspired
- ls svm
- generalization error
- nearest neighbor classifiers
- database
- information criterion
- regularization parameter
- artificial neural networks
- lower bound
- artificial intelligence
- data sets