Machine learning bayesian optimization (20 résultats)

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paperback. Etat : New. Language:Chinese.Paperback. Pub Date: 2025-04 Pages: 352 Publisher: Tsinghua University Press In the field of machine learning. the core goal of optimization is to obtain the most accurate prediction results with the least computational resourceswhether it's planning the shortest delivery route. determining pricing strategies. or generating the most accurate recommendations. When traditional methods prove inadequate due to inefficiency or excessive cost. Bayesian optimization can leverage the.…

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paperback. Etat : New. Paperback.Pub Date:2022-01-01 Pages:828 Language:Chinese Publisher:Machinery Industry Press Machine Learning: Bayesian and Optimization Methods (Original Book 2nd Edition) for all important machine learning methods and recent research The trend has been deeply explored. By explaining the two pillars of supervised learningregression and classification. these complicated methods are opened up one by one from a panoramic perspective. forming a clear machine learning knowledge system. The new edi.…

paperback. Etat : New. Language:Chinese.Paperback. Pub Date: 2020-12-01 Pages:1152 Publisher: Machinery Industry Press This book introduces the two pillars of supervised learning-regression and classification-and brings machine learning into a unified perspective to discuss.?The book first discusses basic knowledge. including mean squares. *small squares and maximum likelihood methods. ridge regression. Bayesian decision theory classification. logistic regression. and decision trees.?Then introduce the latest techn.…

paperback. Etat : New. Language:Chinese.Paperback. Pub Date: 2017-05-01 Pages: $number Publisher: Machinery Industry Press This book explores all major machine learning methods and new research trends. including probabilistic and deterministic methods and Bayesian inference methods. Among them. the classical methods include average small square filter. Kalman filter. stochastic approximation and online learning. Bayesian classification. decision .…

Etat : New. This O'Reilly Japan technical guide introduces machine learning principles specifically tailored for web optimization strategies. It covers essential techniques such as A/B testing, various metaheuristics, and bandit algorithms, progressing to more advanced topics like Bayesian optimization. Ideal for web developers, data scientists, and marketers looking to leverage ML to improve website performance and user experience, this volume provides practical insights into applying these powerful algorithms. Note: The text is entirely in Japanese. Brand New Japanese Edition. Ships worldwide from Japan via Japan Post. Expedited shipping via FedEx available.…