EVALUASI PENENTUAN KELAYAKAN PEMBERIAN KREDIT KOPERASI SYARIAH MENGGUNAKAN ALGORITMA KLASIFIKASI C4.5
| Main Author: | Masripah, Siti |
|---|---|
| Format: | Article info application/pdf Journal |
| Bahasa: | eng |
| Terbitan: |
STMIK Nusa Mandiri Jakarta
, 2016
|
| Online Access: |
http://ejournal.nusamandiri.ac.id/ejurnal/index.php/pilar/article/view/121 http://ejournal.nusamandiri.ac.id/ejurnal/index.php/pilar/article/view/121/115 |
Daftar Isi:
- 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, here in after 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 in performing loan payments, resulting in bad credit. Many studies using C4.5 algorithm for the determination of credit worthiness, 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.