Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang

This study aims to evaluate the performance of different built-in machine learning classifiers such as Random Forest (RF), Support Vector Machine (SVM), and Classification and Regression Trees (CART) to map aquaculture ponds over Sungai Udang, Penang.

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Bibliographic Details
Main Author:	Rajandran, Arvinth
Format:	Thesis
Language:	English
Published:	2023
Subjects:	H1-99 Social sciences (General)
Online Access:	http://eprints.usm.my/60173/1/Pages%20from%20ARVINTH%20AL%20RAJANDRAN%20-%20TESIS.pdf
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id	my-usm-ep.60173
record_format	uketd_dc
spelling	my-usm-ep.601732024-03-13T06:24:55Z Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang 2023-02 Rajandran, Arvinth H1-99 Social sciences (General) This study aims to evaluate the performance of different built-in machine learning classifiers such as Random Forest (RF), Support Vector Machine (SVM), and Classification and Regression Trees (CART) to map aquaculture ponds over Sungai Udang, Penang. 2023-02 Thesis http://eprints.usm.my/60173/ http://eprints.usm.my/60173/1/Pages%20from%20ARVINTH%20AL%20RAJANDRAN%20-%20TESIS.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Sains Kemasyarakatan (School of Social Sciences)
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	H1-99 Social sciences (General)
spellingShingle	H1-99 Social sciences (General) Rajandran, Arvinth Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang
description	This study aims to evaluate the performance of different built-in machine learning classifiers such as Random Forest (RF), Support Vector Machine (SVM), and Classification and Regression Trees (CART) to map aquaculture ponds over Sungai Udang, Penang.
format	Thesis
qualification_level	Master's degree
author	Rajandran, Arvinth
author_facet	Rajandran, Arvinth
author_sort	Rajandran, Arvinth
title	Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang
title_short	Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang
title_full	Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang
title_fullStr	Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang
title_full_unstemmed	Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang
title_sort	comparison of google earth engine- based machine learning classifiers for mapping aquaculture ponds in sungai udang, penang
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Sains Kemasyarakatan (School of Social Sciences)
publishDate	2023
url	http://eprints.usm.my/60173/1/Pages%20from%20ARVINTH%20AL%20RAJANDRAN%20-%20TESIS.pdf
_version_	1794024099728588800

Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang

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