Comparison of Cross-Validation and Test Sets Approaches to Evaluation of Classifiers in Authorship Attribution Domain.
Grzegorz BaronPublished in: ISCIS (2016)
Keyphrases
- cross validation
- test set
- training set
- support vector
- model selection
- training data
- unseen data
- error rate
- authorship attribution
- nearest neighbor classifiers
- decision trees
- generalization error
- test data
- data sets
- test cases
- nearest neighbor
- classification accuracy
- active learning
- grid search
- svm classifier
- ls svm
- feature selection
- database