Measuring Metrics - A forty year longitudinal cross-validation of citations, downloads, and peer review in Astrophysics.
Michael J. KurtzEdwin A. HennekenPublished in: CoRR (2015)
Keyphrases
- cross validation
- model selection
- support vector
- variable selection
- regression problems
- regularization parameter
- training set
- hyperparameters
- unseen data
- generalization error
- cross validated
- active learning
- leave one out cross validation
- information criterion
- error estimates
- parameter values
- data sets
- upper bound
- support vector machine
- binary classifiers
- nearest neighbor classifiers