Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Machine Learning Techniques And Model Evaluation

Machine Learning Techniques And Model Evaluation

Raghav, Yogita Yashveer
Vandana, Vandana
Mehta, Parveen

Paperback

General Computers

ISBN10: 6630285956
ISBN13: 9786630285956
Publisher: LAP Lambert Academic Publishing
Published: Aug 21 2026
Pages: 232
Weight: 0.70
Height: 0.53 Width: 6.00 Depth: 9.00
Language: English
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.

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