Jurnal Pilar Nusa Mandiri
Vol 11 No 1 (2015): Pilar Nusa Mandiri : Journal of Computing and Information System Periode Maret 2

EVALUASI PENENTUAN KELAYAKAN PEMBERIAN KREDIT KOPERASI SYARIAH MENGGUNAKAN ALGORITMA KLASIFIKASI C4.5

Masripah, Siti (Unknown)



Article Info

Publish Date
07 Mar 2015

Abstract

Credit is the provision of money or bills that can be equivalent, based on the approval of borrowing between banks and other parties that requires the borrower to pay off their debts after a certain period of time with interest. While the cooperative is a business entity consisting of one person or legal entity with bases its activities based on the principle of cooperation as well as driving people's economy based on the principle of kinship. And to Cooperative Financial Services, hereinafter referred Syariah is a cooperative whose main business is engaged in financing, investments, and deposits according to the pattern of results (sharia). In analyzing a credit analyst sometimes an inaccurate analysis, so there are some customers who are less capable of performing loan payments, resulting in bad credit. Many studies using the C4.5 algorithm for the determination of creditworthiness, but the resulting accuracy is less accurate. After testing the two models namely algorithm C4.5 the results obtained are the C4.5 algorithm produces an accuracy value by 88% and the AUC value of 0.898 with the diagnosis of Good Classification.

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Journal Info

Abbrev

pilar

Publisher

Subject

Computer Science & IT

Description

Jurnal Pilar merupakan jurnal ilmiah yang diterbitkan oleh program studi sistem informasi STMIK Nusa Mandiri. Jurnal ini berisi tentang karya ilmiah yang bertemakan: Rekayasa Perangkat Lunak, Sistem Pakar, Sistem Penunjang, Keputusan, Perancangan Sistem Informasi, Data Mining, Pengolahan ...