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Machine Learning and Data Mining

by Kumar Vijay Mishra, Bhavani Shankar, Bjorn Ottersten, A. Lee Swindlehurst

John Wiley & Sons

Hardcover 453 pages English Apr 23, 2024

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The book "Machine Learning and Data Mining" focuses on different classification techniques, such as decision trees, support vector machines, and nearest neighbors. It delves into methods like decision trees, support vector machines, and nearest neighbors. The book offers a comparative analysis of these algorithms, emphasizing their individual advantages and drawbacks. Its aim is to assist researchers, practitioners, and data scientists in selecting the most appropriate classification algorithm for their particular requirements. By providing insights into the different techniques, this comprehensive guide aids in the decision-making process when it comes to choosing the right approach for classification tasks. This comprehensive guide helps researchers, practitioners, and data scientists choose the most suitable classification algorithm for their specific needs.
Author:
Kumar Vijay Mishra, Bhavani Shankar, Bjorn Ottersten, A. Lee Swindlehurst
Publisher:
John Wiley & Sons
Publication Date:
Apr 23, 2024
Number of pages:
453 pages
Language:
English
Binding:
Hardcover
ISBN-10:
1119795532
ISBN-13:
9781119795537