Articles liés à Machine Learning Techniques And Model Evaluation

Machine Learning Techniques And Model Evaluation - Couverture souple

Vandana, Vandana; Raghav, Yogita Yashveer; Mehta, Parveen

 
9786630285956: Machine Learning Techniques And Model Evaluation
Couverture souple
ISBN 10 : 6630285956 ISBN 13 : 9786630285956
Editeur : LAP Lambert Academic Publishing, 2026

Synopsis

This book provides a comprehensive introduction to Machine Learning techniques and Model Evaluation, covering the complete lifecycle of developing intelligent predictive models. It explores fundamental learning approaches, including supervised, unsupervised, and reinforcement learning, along with widely used algorithms for classification, regression, clustering, and pattern discovery. The book also emphasizes the importance of evaluating machine learning models using appropriate performance metrics, validation techniques, and error analysis to ensure accuracy, reliability, and generalization. By integrating algorithmic concepts with practical evaluation methods, the book equips readers with the knowledge to build, assess, and optimize machine learning models for real-world applications across diverse domains.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2026
Langue
anglais
ISBN 10 
6630285956
ISBN 13 
9786630285956
Reliure
Tapa blanda
Nombre de pages
232
Coordonnées du fabricant
non disponible
Personne responsable
non disponible