Measuring metrics - a 40-year longitudinal cross-validation of citations, downloads, and peer review in astrophysics.
Michael J. KurtzEdwin A. HennekenPublished in: J. Assoc. Inf. Sci. Technol. (2017)
Keyphrases
- cross validation
- model selection
- support vector
- variable selection
- hyperparameters
- training set
- generalization error
- cross validated
- error estimates
- ls svm
- regression problems
- unseen data
- information criterion
- regularization parameter
- grid search
- nearest neighbor classifiers
- leave one out cross validation
- feature selection
- sample size
- image processing