Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture

In this research, 29 independent single variables and 435 independent interaction variables were identified. The limitation of this research were to address the problems such as irrelevant variables, multicollinearity and outliers.

Saved in:

Bibliographic Details
Main Author:	., Mukhtar
Format:	Thesis
Language:	English
Published:	2023
Subjects:	QA1-939 Mathematics
Online Access:	http://eprints.usm.my/60294/1/Pages%20from%20MUKHTAR%20-%20TESIS.pdf
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my-usm-ep.60294
record_format	uketd_dc
spelling	my-usm-ep.602942024-03-27T01:17:26Z Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture 2023-01 ., Mukhtar QA1-939 Mathematics In this research, 29 independent single variables and 435 independent interaction variables were identified. The limitation of this research were to address the problems such as irrelevant variables, multicollinearity and outliers. 2023-01 Thesis http://eprints.usm.my/60294/ http://eprints.usm.my/60294/1/Pages%20from%20MUKHTAR%20-%20TESIS.pdf application/pdf en public phd doctoral Universiti Sains Malaysia Pusat Pengajian Sains Matematik ( School of Mathematical Sciences)
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	QA1-939 Mathematics
spellingShingle	QA1-939 Mathematics ., Mukhtar Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
description	In this research, 29 independent single variables and 435 independent interaction variables were identified. The limitation of this research were to address the problems such as irrelevant variables, multicollinearity and outliers.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	., Mukhtar
author_facet	., Mukhtar
author_sort	., Mukhtar
title	Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
title_short	Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
title_full	Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
title_fullStr	Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
title_full_unstemmed	Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
title_sort	hybrid model in machine learning with robust regression for handling multicollinearity outlier in big data and its application to agriculture
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Sains Matematik ( School of Mathematical Sciences)
publishDate	2023
url	http://eprints.usm.my/60294/1/Pages%20from%20MUKHTAR%20-%20TESIS.pdf
_version_	1804888907466145792

Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture

Similar Items