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portada Coefficient of Variation and Machine Learning Applications (Intelligent Signal Processing and Data Analysis)
Type
Physical Book
Publisher
Author
Language
English
Format
Paperback
ISBN13
9781032084190

Coefficient of Variation and Machine Learning Applications (Intelligent Signal Processing and Data Analysis)

K. Hima Bindu; Raghava Morusupalli; Nilanjan Dey; C. Raghavendra Rao (Author) · Crc Pr Inc · Paperback

Coefficient of Variation and Machine Learning Applications (Intelligent Signal Processing and Data Analysis) - K. Hima Bindu; Raghava Morusupalli; Nilanjan Dey; C. Raghavendra Rao

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Synopsis "Coefficient of Variation and Machine Learning Applications (Intelligent Signal Processing and Data Analysis) "

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.

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