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All Journal E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis
Jarot Dian, Jarot Dian Susatyono
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Economics, Econometrics & Finance

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Penerapan Algoritma C4.5 untuk Memprediksi Kredit Macet pada Sistem Pinjaman Digital di Industri FinTech: Penerapan Algoritma C4.5 untuk Memprediksi Kredit Macet pada Sistem Pinjaman Digital di Industri FinTech Jarot Dian, Jarot Dian Susatyono; Setiyo Prihatmoko; Febryantahanuji Febryantahanuji
E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis Vol 17 No 2 (2024): JURNAL ILMIAH EKONOMI DAN BISNIS
Publisher : LPPM Universitas Sains dan Teknologi Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/e-bisnis.v17i2.2105

Abstract

This research aims to implement the C4.5 algorithm in predicting bad credit in digital loan systems in the FinTech industry. The C4.5 algorithm was chosen because of its ability to handle numeric and categorical attributes, as well as produce a decision tree that can be interpreted easily. This research uses a dataset containing customer transaction and profile information, such as employment status, income and payment history. Test results show that the C4.5 algorithm is able to achieve an accuracy of 89.6% in predicting the possibility of bad credit, so it can help FinTech companies manage credit risk more effectively.
Co-Authors Febryantahanuji Febryantahanuji Setiyo Prihatmoko