Hyperparameter Tuning for Machine and Deep Learning with R

Hyperparameter Tuning for Machine and Deep Learning with R

A Practical Guide

Bartz-Beielstein, Thomas; Mersmann, Olaf; Zaefferer, Martin; Bartz, Eva

Springer Verlag, Singapore

12/2022

323

Mole

Inglês

9789811951725

15 a 20 dias

528

Descrição não disponível.
Chapter 1: Introduction.- Chapter 2: Tuning.- Chapter 3: Models.- Hyperparameter Tuning Approaches.- Chapter 5: Result Aggregation.- Chapter 6: Relevance of Tuning in Industrial Applications.- Chapter 7: Hyperparameter Tuning in German Official Statistics.- Chapter 8: Case Study I.- Chapter 9: Case Study II.- Chapter 10: Case Study III.- Chapter IV: Case Study IV.- Chapter 12: Global Study.
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Hyperparameter Tuning;Hyperparameters;Tuning;Deep Neural Networks;Reinforcement Learning;Machine Learning;Open Access