Articles liés à Statistics and Machine Learning Techniques: Regression...

Statistics and Machine Learning Techniques: Regression Model and Radial Basis Functions Model - Couverture souple

Akinboro, Daniel

 
9786203583960: Statistics and Machine Learning Techniques: Regression Model and Radial Basis Functions Model
Couverture souple
ISBN 10 : 6203583960 ISBN 13 : 9786203583960
Editeur : LAP LAMBERT Academic Publishing, 2021

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2021
Langue
anglais
ISBN 10 
6203583960
ISBN 13 
9786203583960
Reliure
Broché
Nombre de pages
64
Coordonnées du fabricant
non disponible
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