Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization.
Ioannis TsamardinosAmin RakhshaniVincenzo LaganiPublished in: SETN (2014)
Keyphrases
- cross validation
- parameter optimization
- hyperparameters
- model selection
- parameter estimation
- grid search
- error estimates
- support vector
- genetic algorithm ga
- differential evolution
- training set
- random search
- maximum likelihood
- genetic algorithm
- higher order
- error estimation
- missing data
- bayesian inference
- feature extraction
- feature selection