Kernel functions for the support vector machine: comparing performances on crude oil price data

• Main Authors: Chiroma, Haruna, Abdulkareem, Sameem, Abubakar, Adamu, Herawan, Tutut
• Format: Book Chapter
• Language: English; English
• Published: Springer International Publishing 2014
• Subjects: TP670 Oils, fats, waxes
• Online Access: http://irep.iium.edu.my/37928/1/Kernel_Functions_for_the_Support_Vector_Machine_Comparing_Performances_on_Crude_Oil_Price_Data.pdf; http://irep.iium.edu.my/37928/4/37928_Kernel%20functions%20for%20the%20support%20vector%20machine_SCOPUS.pdf; http://irep.iium.edu.my/37928/; http://link.springer.com/chapter/10.1007%2F978-3-319-07692-8_26
• Institution: Universiti Islam Antarabangsa Malaysia

The purpose of this research is to broaden the theoretic understanding of the effects of kernel functions for the support vector machine on crude oil price data. The performances of five (5) kernel functions of the support vector machine were compared. The analysis of variance was used for validatin...