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Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization.
Ioannis Tsamardinos
Amin Rakhshani
Vincenzo Lagani
Published in:
Int. J. Artif. Intell. Tools (2015)
Keyphrases
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cross validation
parameter optimization
hyperparameters
model selection
parameter estimation
grid search
error estimates
support vector
random search
genetic algorithm ga
genetic algorithm
differential evolution
error estimation
training set
machine learning
parameter values
control system