Feature Selection based on Mutual Information

• Main Authors: Muhammad Aliyu, Sulaiman, Jane, Labadin
• Format: Conference or Workshop Item
• Language: English
• Published: 2015
• Subjects: T Technology (General)
• Online Access: http://ir.unimas.my/id/eprint/13446/1/Feature%20Selection%20based%20on%20Mutual%20Information%20%28abstract%29.pdf; http://ir.unimas.my/id/eprint/13446/

The application of machine learning models such as support vector machine (SVM) and artificial neural networks (ANN) in predicting reservoir properties has been effective in the recent years when compared with the traditional empirical methods. Despite that the machine learning models suffer a l...