ANALISIS REDUKSI DIMENSI PADA KLASIFIKASI MICROARRAY MENGGUNAKAN MBP POWELL BEALE

ANDI FUTRI HAFSAH MUNZIR; , ADIWIJAYA; ANNISA ADITSANIA

doi:10.24843/MTK.2018.v07.i01.p179

ANALISIS REDUKSI DIMENSI PADA KLASIFIKASI MICROARRAY MENGGUNAKAN MBP POWELL BEALE

ANDI FUTRI HAFSAH MUNZIR Universitas Telkom
, ADIWIJAYA Universitas Telkom
ANNISA ADITSANIA Universitas Telkom

DOI: https://doi.org/10.24843/MTK.2018.v07.i01.p179

Abstract

Cancer is the second leading cause of death in the world based on World Health Organization (WHO) survey in 2015. It took DNA microarray technology to analyze and diagnose cancer. DNA microarray has large dimensions so it influences the process of cancer ‘s classification. GA and PCA are used as reduction method and MBP Powell Beale as classification method. The testing of MBP classification without dimension reduction results 70, 59% ? 100% accuracy. MBP+PCA results 76, 47% ? 100% accuracy. MBP + GA results 76, 47% ? 92, 31% accuracy.

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Author Biographies

ANDI FUTRI HAFSAH MUNZIR, Universitas Telkom

Ilmu Komputasi, Fakultas Informatika – Universitas Telkom

, ADIWIJAYA, Universitas Telkom

Ilmu Komputasi, Fakultas Informatika – Universitas Telkom

ANNISA ADITSANIA, Universitas Telkom

Ilmu Komputasi, Fakultas Informatika – Universitas Telkom

Published

2018-02-03

How to Cite

MUNZIR, ANDI FUTRI HAFSAH; ADIWIJAYA, ,; ADITSANIA, ANNISA. ANALISIS REDUKSI DIMENSI PADA KLASIFIKASI MICROARRAY MENGGUNAKAN MBP POWELL BEALE. E-Jurnal Matematika, [S.l.], v. 7, n. 1, p. 17-24, feb. 2018. ISSN 2303-1751. Available at: <https://ojs.unud.ac.id/index.php/mtk/article/view/37601>. Date accessed: 25 nov. 2024. doi: https://doi.org/10.24843/MTK.2018.v07.i01.p179.

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