A comparison of support vector machine and decision tree classifications using satellite data of Langkawi Island
This study investigates a new approach in image classification. Two classifiers were used to classify SPOT 5 satellite image; Decision Tree (DT) and Support Vector Machine (SVM). The Decision Tree rules were developed manually based on Normalized Difference Vegetation Index (NDVI) and Brightness Val...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Asian Network for Scientific Information
2009
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| Online Access: | http://psasir.upm.edu.my/id/eprint/18007/1/A%20comparison%20of%20support%20vector%20machine%20and%20decision%20tree%20classifications%20using%20satellite%20data%20of%20Langkawi%20Island.pdf http://psasir.upm.edu.my/id/eprint/18007/ http://scialert.net/abstract/?doi=itj.2009.64.70 |
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| Institution: | Universiti Putra Malaysia |
| Language: | English |