Comparative Analysis of Data Mining Classification Methods in Predicting Credit Payments
Keywords:
Credit Payments, Naive Bayes, Research MethodAbstract
Credit activities in the form of saving money from members, providing loans to members and managing existing funds are still intuitive and can cause errors in the credit process. So that this crediting process does not occur and can run smoothly, a payment prediction using data mining is needed. Therefore we conducted this research. The research method we use is the knowledge discovery in database process model, where this process is divided into several stages, namely selection, pre-processing or cleaning, transformation, data mining and evaluation.
Downloads
References
Gupitha, R 2018, ‘Penerapan Klasifikasi Status Pegawai Menggunakan Metode Naive Bayes di RSU H. Syaiful Anwar’, Vol. 5 No. 1, hh. 28-37.
Anggraini, L, Yamasari, Y 2023, ‘Klasifikasi Citra Wajah Untuk Rentang Usia Menggunakan Metode Artificial Neural Neutwork’, Vol. 5 No. 2, hh. 185-191
Widaningsih, Wida, S 2021, ‘Analisis Perbandingan Metode Klasifikasi Data Mining Dalam Memprediksi Pembayaran Kredit’, Program Sistem informasi, Universitas Widyatama
Librado D. & Hadi A 2023, ‘Penerapan Data Mining untuk Klasifikasi Penerima Kredit dengan Perbandingan Algoritma Naive Bayes dan Algoritma’, Jurnal Media Informatika Budidarma., Vol 7 No. 4, hh. 1952-1961
Sari, D 2016, ‘Komparasi 5 Metode Algoritma Klasifikasi Data Mining Pada Prediksi Keberhasilan Pemasaran Produk Layanan Perbankan’, Techno Nusa Mandiri, Vol. XIII, No. 1, hh. 60-66
Pratiwi, F, Hartama, D, Damanik, I, Irawan, E, Saragih, I 2020, ‘Implementasi Algoritma Naive Bayes Dalam Memprediksi Kenaikan Golongan Karyawan’, Prosiding Seminar Nasional Riset Information Science, Vol. 2(2020), hh 206-215
Pangestu, B 2023, ‘Data Mining Menggunakan Algortima Naive Bayes Classifier Untuk Evaluasi Kinerja Karyawan’, Jurnal Riset Matematika, Vol. 3 No. 2, hh 177-184
Kusrini, Taufik, E 2009, ‘Algoritma Data Mining’, STMIK Amikom Yogyakarta, Penerbit Andi
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Nabila Khansa Raefa, Nabila Khansa Raefa, Diah Ayu Kamila, Wahyunengsih

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.




