Machine Learning: Do Regression models and artificial neural networs have similar common functions in terms of the learning process?

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Machine Learning:

Do Regression models and artificial neural networs have similar common functions in terms of the learning process?

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Yes, both regression models and artificial neural networks can be used for predictive modeling.

i)Both types of models are able to learn from data.

ii)Both types of models can be used to make predictions.

iii)Both types of models can be used to find patterns in data.

iv)Both types of models can be used to improve the performance of other models.

v)Both types of models can be used to optimize a function.

vi)Both types of models can be used to make decisions.

vii)Both types of models can be used to approximate a function.

viii)Both types of models can be used to improve the accuracy of predictions.

ix)Both types of models can be used to reduce the error of predictions.

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