Paradigma
Vol 14, No 2 (2012): PERIODE SEPTEMBER 2012

PENERAPAN ALGORITMA KLASIFIKASI DATA MINING DALAM PENENTUAN PEMBERIAN PINJAMAN KOPERASI

Nandang Iriadi (Program Studi Manajemen Informatika Akademik Manajemen Informatika dan Komputer Bina Sarana Informatika Jl. Rs.Fatmawati No.24 Jakarta Selatan)



Article Info

Publish Date
27 Mar 2018

Abstract

The loan is the delivery of goods, services, or money from one party (the creditor / lender) on thebasis of trust in the other party (customer or debtor / borrower) to the appointment of a receiver topay credit to the lender on the date agreed upon by both parties. Research each loan application ishighly dependent on factors such as type of business, the economy, the intended use of the credit,the amount of credit that do not kredit.Analisa carefully and thoroughly resulted in someborrowers who have no credit given the ability to make payments so that there was nonperforming loans. In this study, using the method of C4.5 algorithm, which was applied to the data members Multipurpose Cooperative Enterprises "Ceger Jaya" that get good credit loans are problematic in the installment payment or not. From the test results to measure the performance ofthe algorithm testing using Cross Validation, Confusion Matrix and the ROC curve, it is known that the C4.5 algorithm has the highest accuracy value, which is 90.67 which is very good classification.Keywords: C 4.5, Credit Analysis, Decision Tree.

Copyrights © 2012






Journal Info

Abbrev

paradigma

Publisher

Subject

Computer Science & IT

Description

The first Paradigma Journal was published in 2006, with the registration of the ISSN from LIPI Indonesia. The Paradigma Journal is intended as a media for scientific studies of research, thought and analysis-critical issues on Computer Science, Information Systems and Information Technology, both ...