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Research Advances in Machine Learning

Research Advances in Machine Learning

Paperback

General Computers

ISBN10: 6209379478
ISBN13: 9786209379475
Publisher: Noor Publishing
Published: Dec 10 2025
Pages: 160
Weight: 0.49
Height: 0.37 Width: 6.00 Depth: 9.00
Language: English
This advanced research book introduces well-designed improvements to major machine learning algorithms, including decision trees, KNN, random forests, and clustering methods. The book focuses on reducing model complexity while improving accuracy, robustness, and execution time through novel pruning, feature weighting, and ensemble strategies. The proposed approaches are experimentally validated on well-known real-world datasets, demonstrating their effectiveness and strong practical relevance.

Also from

Manzali, Youness

Also in

General Computers