Handwriting classification based on support vector machine with cross validation

• Main Authors: Hasseim, Anith Adibah, Sudirman, Rubita, Khalid, Puspa Inayat
• Format: Article
• Published: Scientific Research 2013
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/40391/; http://dx.doi.org/10.4236/eng.2013.55B017

Support vector machine (SVM) has been successfully applied for classification in this paper. This paper discussed the basic principle of the SVM at first, and then SVM classifier with polynomial kernel and the Gaussian radial basis func-tion kernel are choosen to determine pupils who have difficulti...