Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems

In the specialized literature, researchers can find a large number of proposals for solving regression problems that come from different research areas. However, researchers tend to use only proposals from the area in which they are experts. This paper analyses the performance of a large number of t...

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Bibliographic Details
Published in:	IEEE access Vol. 7; pp. 108916 - 108939
Main Authors:	Gacto, Maria Jose, Soto-Hidalgo, Jose Manuel, Alcala-Fdez, Jesus, Alcala, Rafael
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Bagging Data mining experimental study Generalized linear models Neural networks Performance enhancement Proposals regression algorithms Regression analysis Regression tree analysis Software Software algorithms Software development tools Software tools Statistical analysis Statistical models Statistical tests supervised learning Support vector machines Vegetation
Online Access:	Get full text
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