An effective pre-processing phase for gene expression classification

• Main Authors: Choon, Sen Seah, Shahreen, Kasim, Mohd Farhan, Md Fudzee, Mohd Saberi, Mohamad, Rd Rohmat, Saedudin, Rohayanti, Hassan, Mohd Arfian, Ismail, Rodziah, Atan
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering and Science 2018
• Subjects: QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/29329/1/An%20effective%20pre-processing%20phase%20for%20gene%20expression.pdf; http://umpir.ump.edu.my/id/eprint/29329/; http://doi.org/10.11591/ijeecs.v11.i3.pp1223-1227; http://doi.org/10.11591/ijeecs.v11.i3.pp1223-1227

A raw dataset prepared by researchers comes with a lot of information. Whether the information is usefull or not, completely depends on the requirement and purposes. In machine learning, data pre-processing is the very initial stage. It is a must to make sure the dataset is totally suitable for the...