Garuda Documents : Pengaruh Variasi Jumlah Data Pelatihan SVM Terhadap Unjukkerja pada Sistem Pengenalan Pola Tulisan Tangan Aksara Jawa Nglegeno

TitlePengaruh Variasi Jumlah Data Pelatihan SVM Terhadap Unjukkerja pada Sistem Pengenalan Pola Tulisan Tangan Aksara Jawa Nglegeno
Author Order1 of 1
Accreditation
AbstractSupport Vector Machines (SVM) is one of many classification methods implemented on pattern recognition, including handwritten character recognition system. Numbers of traning set will affect the performance of the recognition system. A basic Jawanessehandwritten character recognition system based on SVM used to show the effect of training set numbers variation on system performance. The experiment result indicating that SVM has good generalization on limiting training set (on a data set, 30% data used for training set can give more than 90% success rate on all data set).
Publisher NameJenderal Soedirman University
Publish Date2009-02-28
Publish Year2009
DoiDOI: 10.20884/1.dr.2009.5.1.19
Citation
SourceDinamika Rekayasa
Source IssueVol 5, No 1 (2009): Dinamika Rekayasa - Februari 2009
Source Page19-24
Urlhttps://dinarek.unsoed.ac.id/jurnal/index.php/dinarek/article/view/19/17
AuthorAZIS WISNU WIDHI NUGRAHA, S.T, M.Eng
File429683.pdf