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This Author published in this journals
All Journal International Journal of Electrical and Computer Engineering Jurnal Teknik Elektro Ekonomi Bisnis Techno.Com: Jurnal Teknologi Informasi Makara Journal of Science
Hendri Murfi
Departemen Matematika, FMIPA Universitas Indonesia
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering Social Sciences

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Journal : Makara Journal of Science

 1 
KAJIAN KEMAMPUAN GENERALISASI SUPPORT VECTOR MACHINE DALAM PENGENALAN JENIS SPLICE SITES PADA BARISAN DNA Kerami, Djati; Murfi, Hendri
Makara Journal of Science Vol. 8, No. 3
Publisher : UI Scholars Hub

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Abstract

Study on Generalization Capability of Support Vector Machine in Splice Site Type Recognition of DNA Sequence. Recently, support vector machine has become a popular model as machine learning. A particular advantage of SVM over other machine learning is that it can be analyzed theoretically and at same time can achieve a good performance when applied to real problems. This paper will describe analytically the using of SVM to solve pattern recognition problem with a preliminary case study in determining the type of splice site on the DNA sequence, particularity on the generalization capability. The result obtained show that SVM has a good generalization capability of around 95.4 %.
Co-Authors Abdullah, Sarini Afif Akbar Angga Pratama Sitorus Benyamin Kusumoputro Cahyadi, Danu Julian Djati Kerami Erwan Setiawan, Erwan Seli Siti Sholihat Siti Nurrohmah Yekti Widyaningsih Yudi Satria