An Improved Feature Selection Based on Effective Range for Classification

• Published in: TheScientificWorld Vol. 2014; no. 2014; pp. 1 - 8
• Main Authors: Kong, Jun, Yi, Yugen, Zhou, Shuang, Wang, Jianzhong
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Publishing Corporation 01.01.2014; John Wiley & Sons, Inc; Wiley
• Subjects: Algebra; Algorithms; Colleges & universities; Drafting; Electronic data processing; Machine learning; Methods; Models, Theoretical; Software packages

Feature selection is a key issue in the domain of machine learning and related fields. The results of feature selection can directly affect the classifier’s classification accuracy and generalization performance. Recently, a statistical feature selection method named effective range based gene selec...