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Statistics and Machine Learning Techniques: Regression Model and Radial Basis Functions Model - Tapa blanda

Akinboro, Daniel

 
9786203583960: Statistics and Machine Learning Techniques: Regression Model and Radial Basis Functions Model
Tapa blanda
ISBN 10: 6203583960 ISBN 13: 9786203583960
Editorial: LAP LAMBERT Academic Publishing, 2021

Sinopsis

This book explains the comparison of Statistical Technique and Machine Learning Technique, specifically the Regression Model and the Radial Basis Function Neural Network (RBFNN) Model. This explanation involves the Mathematical theory and principle upon which RBFNN model was developed and it manages the generally belief that Machine Learning techniques are “Black Box” meaning that the Mathematics of Neural Network cannot be explained. Therefore, this book explains the Mathematics of the Radial Basis Functions which depends on the Gaussian function. Some estimates of the two models were compared and explained in this book such as the Sum of Squares of Errors, Bayesian Information Criterion and the Relative Importance of each explanatory variable.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2021
Idioma
Inglés
ISBN 10 
6203583960
ISBN 13 
9786203583960
Encuadernación
Tapa blanda
Número de páginas
64
Contacto del fabricante
no disponible
Persona responsable
no disponible