Coefficient of Variation and Machine Learning Applications
1st Edition
Published on 20. November 2019
148 pages
978-1-000-75222-9 (ISBN)
Description
Coefficient of Variation (CV) is a unit free index indicating the consistency of the data associated with a real-world process and is simple to mold into computational paradigms. This book provides necessary exposure of computational strategies, properties of CV and extracting the metadata leading to efficient knowledge representation. It also compiles representational and classification strategies based on the CV through illustrative explanations. The potential nature of CV in the context of contemporary Machine Learning strategies and the Big Data paradigms is demonstrated through selected applications. Overall, this book explains statistical parameters and knowledge representation models.
More details
Series
Edition
1. Auflage
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Illustrations
24 Tables, black and white; 30 Illustrations, black and white
ISBN-13
978-1-000-75222-9 (9781000752229)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
K. Hima Bindu | Raghava Morusupalli | Nilanjan Dey
Coefficient of Variation and Machine Learning Applications
Book
06/2021
1st Edition
CRC Press
€36.00
Shipment within 10-20 days
K. Hima Bindu | Raghava Morusupalli | Nilanjan Dey
Coefficient of Variation and Machine Learning Applications
Book
12/2019
1st Edition
CRC Press
€74.27
Shipment within 15-20 days
Persons
K. Hima Bindu, Raghava Morusupalli, Nilanjan Dey, C. Raghavendra Rao
Content
1. Introduction to Statistical Dispersion 2. Coefficient of Variation 3. Coefficient of Variation Computational Strategies 4. Coefficient of Variation Based Image Representation 5. Coefficient of Variation based Decision Tree (CvDT) 6. Some Applications.
