SVM modelling of agarwood oil quality grading using radial basis function (RBF) and sequential minimal optimization (SMO) learning algorithms

• Main Authors: Muhammad Haziq Haikal, Hisham, Nurlaila, Ismail, Nor Azah, Mohd Ali, Saiful Nizam, Tajuddin, Mohd Nasir, Taib
• Format: Article
• Language: English
• Published: The World Academy of Research in Science and Engineering 2020
• Subjects: TP Chemical technology
• Online Access: http://umpir.ump.edu.my/id/eprint/29981/1/SVM%20modelling%20of%20agarwood%20oil%20quality%20grading%20using%20radial.pdf; http://umpir.ump.edu.my/id/eprint/29981/; https://doi.org/10.30534/ijeter/2020/93892020; https://doi.org/10.30534/ijeter/2020/93892020

Agarwood Oil also known as Gaharu Oil is an expensive oil with extreme demand in the world trading especially in Japan, China and the Middle East countries. Currently, the grading of the agarwood oil quality only can be done by trained human graders by physically checked the color, odour and the res...