Articoli correlati a Statistics and Machine Learning Techniques: Regression...

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

Akinboro, Daniel

 
9786203583960: Statistics and Machine Learning Techniques: Regression Model and Radial Basis Functions Model
Brossura
ISBN 10: 6203583960 ISBN 13: 9786203583960
Casa editrice: LAP LAMBERT Academic Publishing, 2021

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2021
Lingua
Inglese
ISBN 10 
6203583960
ISBN 13 
9786203583960
Rilegatura
Copertina flessibile
Numero di pagine
64
Contatto del produttore
non disponibile
Persona responsabile
non disponibile