Do We Need Cross Validation for Discourse Relation Classification?
Wei ShiVera DembergPublished in: EACL (2) (2017)
Keyphrases
- cross validation
- model selection
- support vector
- training set
- regression problems
- unseen data
- variable selection
- cross validated
- nearest neighbor classifiers
- hyperparameters
- regularization parameter
- classification accuracy
- error estimates
- machine learning
- svm classification
- support vector machine
- image classification
- roc analysis
- support vector machine svm
- generalization error
- feature extraction
- face recognition
- leave one out cross validation
- information criterion
- decision trees
- feature selection
- learning algorithm