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Cover of Statistics with R for Machine Learning: Volume 2: Advanced Resampling Techniques with R for Machine Learning

Statistics with R for Machine Learning: Volume 2: Advanced Resampling Techniques with R for Machine Learning

(Hardback)

Mohsen Nady,

Arcler Press (Publisher)

Published

2025

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Computing and Information Technology Computer science Artificial intelligence Machine learning

By: Mohsen Nady | Publisher: Arcler Press | Released: 31 Jul 2025

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Resampling techniques are key to improving model performance and reliability in machine learning. This volume explores advanced resampling methods, including cross-validation, bootstrapping, and hyperparameter tuning, using R. Readers will learn how to apply these techniques to optimize model accuracy and prevent overfitting. Practical examples and case studies illustrate their real-world applications. This volume is an essential resource for data scientists and machine learning enthusiasts aiming to master resampling strategies.

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