Time-Split Cross-Validation as a Method for Estimating the Goodness of Prospective Prediction.
Robert P. SheridanPublished in: J. Chem. Inf. Model. (2013)
Keyphrases
- cross validation
- model selection
- variable selection
- cross validated
- hyperparameters
- support vector
- closed form
- classification accuracy
- generalization error
- ls svm
- image restoration
- missing values
- data sets
- feature selection
- regression problems
- least squares support vector machine
- leave one out cross validation
- neural network