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Journal : INFORMAL: Informatics Journal

Klasifikasi Data Aging Tunggakan Nasabah Menggunakan Metode Decision Tree Pada ULaMM Unit Kolaka Sarimuddin Sarimuddin; Jayanti Yusmah Sari; Muhammad Mail; Muh. Ariyandhi Masalu; Reski Surya Aristika; Nurfagra Nurfagra
INFORMAL: Informatics Journal Vol 5 No 1 (2020): INFORMAL - Informatics Journal
Publisher : Faculty of Computer Science, University of Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/isj.v5i1.16964

Abstract

This study aims to classify aging of loan data using the decision tree method based on plafond, outstanding principal, and the amount of loan. The subjects in this study were the debtor of ULaMM (Unit Layanan Modal Mikro), unit of Kolaka, PT. PNM (Persero) Kendari Branch. The number of samples used is 100 data debtors. Based on the results of the research conducted, it was found that the classification analysis using the Decision Tree has an accuracy rate of 95.00%, while the classification analysis using the Gradient Boosted Tree has an accuracy level of 90.00%. From the results of the analysis that has been done, it can be concluded that for the data in this study, the classification method using the Decision Tree is better than the Gradient Boosted Tree method.
Co-Authors Agusriyadin, Agusriyadin Ahmad Ghozali, Gus Aja, Aja Al Jum'ah, Muhammad Na'im Alif, Alfiah Alvia, Alvia Amin, Ali Anasrudin Anasrudin Andas, Netty Huzniati Arif Prasetya Asdy, Muhamad Ashari Arifin Aurista Miftahatul Ilmah Awal, Samsi Chairuddin Chairuddin Chastine Fatichah Dian Permana Dirman Dwi Samsuifin Alham Elda Tendri Uke Fajrianti, Nur Faradisa Anindita Farman, Farman Fauzan, Irsyad Febriana Febriana, Febriana Fitra, Ramad Arya Fitrah Maharani Humaira Fitriyani Hali, Fitriyani Hairani Idrus, Sitti Hamid Wijaya Hariati Hariati Haryanto, Abel Hasidu, La Ode Abdul Fajar Irma Irma Jaya, La Ode Muhammad Golok Jaya, Laode Muhammad Golok Jayanti Yusmah Sari Kasim, Ma'ruf La Jejen La Na’ani La Ode Ichlas Syahrullah Yunus La Sudarman Lesmideyarti, Dwi Lipantri Mashur Gultom Maada, Yayan Megawati, Megawati Muh. Ariyandhi Masalu Muh. Na’im Al Jum’ah Muhamad Fikram Muhamad Jalil Baari Muhamad Nasir Muhammad Mail Muhammad Tasjiddin Teheni Muliyadi Murni Sari MURNI SARI Mutmainnah Muchtar Nanik Suciati Nasarudin Nasarudin Nasarudin, Nasarudin Noorhasanah Zainuddin Nur Anisa Nurfagra Nurfagra Nurfitria Ningsi Nurjannah Nurjannah Nurmira, Nurmira Poniasih Lelawatty Rabiah Adawiyah, Rabiah Rahmat Karim Rasmiati Rasyid Reski Surya Aristika Rian, Ahmad Rima Ruktiari Riska Ristina Ristina Rusmala, Rusmala Salim Salim Sari, Rina Sardiana Sariani Nur Zunais Soeriknan Soeriknan Soniya Soniya Sri Rezeki Sudarman, La Suharsono Bantun Sukrin, Simun Sunyanti Sunyanti Sunyanti Sunyanti, Sunyanti Supria Supria Surianto Ilham Suryadin, Fitri Sya'ban, Kharis Syaban, Kharis Tengku Musri Wa Ode Fera Azriani Wilda Fatmala Yasin, Abdul Yusri, Halmina Yuwanda Purnamasari Pasrun Ziu Mada Ziu Mada Zulman, Zulman