April 2022
Intermediate to advanced
516 pages
22h 32m
English
book
Artificial Intelligence and Machine Learning for EDGE Computing
by Rajiv Pandey, Sunil Kumar Khatri, Neeraj Kumar Singh, Parul Verma
Content preview from Artificial Intelligence and Machine Learning for EDGE Computing
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Chapter 4: Regression analysis
Kanishka Tyagia; Chinmay Raneb; Harshvardhanc; Michael Manryd a Aptiv Advanced Research Center, Agoura Hills, CA, United Statesb Quantiphi, Inc., Marlborough, MA, United Statesc Department of Civil Engineering, Indian Institute of Technology, Delhi, Indiad Department of Electrical Engineering, The University of Texas at Arlington, Arlington, TX, United States
Abstract
Regression analysis is a method of choice whenever it predicts continuous variables given a multivariate input variable. It often provides explicit estimates of measure for the cause-effect relationship between the individual inputs and the outcome, with an error estimate given by an optimization algorithm. Regression models are used in various ...
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