Professional Development · IT & Digital · Module 4: Evaluation, Tuning, and Regularisation

Cross-Validation and Hyperparameter Tuning

4 Abschnitte1 Karteikarten-Decks1 Quizze

Apply cross-validation for reliable model evaluation and hyperparameter optimisation strategies to find the best model configuration.

Inhaltsübersicht

  • Cross-Validation: Reliable Model Evaluation
  • Hyperparameters vs Learned Parameters, and Grid Search
  • Random Search and Bayesian Optimisation
  • Nested CV, Learning Curves, and Avoiding Overfitting the Validation Set
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