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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| Format: | Thesis |
| Language: | English |
| Published: |
2023
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| Online Access: | http://eprints.usm.my/60173/ |
| Abstract | Abstract here |
| _version_ | 1855633039692922880 |
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| author | Rajandran, Arvinth |
| author_facet | Rajandran, Arvinth |
| author_sort | Rajandran, Arvinth |
| 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. |
| first_indexed | 2025-10-17T08:47:58Z |
| format | Thesis |
| id | usm-60173 |
| institution | Universiti Sains Malaysia |
| language | English |
| last_indexed | 2025-10-17T08:47:58Z |
| publishDate | 2023 |
| record_format | EPrints |
| record_pdf | Restricted |
| spelling | usm-601732024-03-13T06:24:55Z http://eprints.usm.my/60173/ Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang 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 NonPeerReviewed application/pdf en http://eprints.usm.my/60173/1/Pages%20from%20ARVINTH%20AL%20RAJANDRAN%20-%20TESIS.pdf Rajandran, Arvinth (2023) Comparison Of Google Earth Engine- Based Machine Learning Classifiers For Mapping Aquaculture Ponds In Sungai Udang, Penang. Masters thesis, Universiti Sains Malaysia. |
| 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 |
| thesis_level | Master |
| title | 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_short | 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 |
| topic | H1-99 Social sciences (General) |
| url | http://eprints.usm.my/60173/ |
| work_keys_str_mv | AT rajandranarvinth comparisonofgoogleearthenginebasedmachinelearningclassifiersformappingaquaculturepondsinsungaiudangpenang |