Improved building roof type classification using correlation-based feature selection and gain ratio algorithms

• Main Authors: Norman, M., Mohd Shafri, Helmi Zulhaidi, Pradhan, Biswajeet, Yusuf, B.
• Format: Conference or Workshop Item
• Language: English
• Published: Springer Nature Singapore 2017
• Online Access: http://psasir.upm.edu.my/id/eprint/64621/1/Improved%20building%20roof%20type%20classification%20using%20correlation-based%20feature%20selection%20and%20gain%20ratio%20algorithms.pdf; http://psasir.upm.edu.my/id/eprint/64621/; https://link.springer.com/chapter/10.1007/978-981-10-8016-6_62

Of late, application of data mining for pattern recognition and feature classification is fast becoming an essential technique in remote sensing research. Accurate feature selection is a necessary step to improve the accuracy of classification. This process depends on the number of feature attribute...