KLASIFIKASI KELANCARAN PEMBAYARAN PINJAMAN KOPERASI DENGAN METODE DECISION TREE

Authors

  • Raka a:1:{s:5:"en_US";s:27:"Sistem Informasi FTIK Unpri";}
  • Malik Universitas Prima Indonese
  • wilfrida Universitas Prima Indonese
  • Elvis Sastra

DOI:

https://doi.org/10.34012/jurnalsisteminformasidanilmukomputer.v5i1.1910

Keywords:

data mining, koperasi, decision tree, algoritma C4.5

Abstract

Salah isatu ipenyebab ikredit ibermasalah iadalah ikurang itelitinya ipihak ikoperasi idalam isurvei idan ianalisis ipemberian ipeminjaman. iOleh ikarena iitu, ianalisis ikredit idengan iteknik idata imining iperlu idilakukan isehingga idapat imeminimalisir inasabah iterlambat imembayar ipinjaman iserta imempersingkat iwaktu ianalisis ipemberian ipinjaman. iPenelitian iini ibertujuan iuntuk membuat sistem decision tree yang dapat digunakan sebagai klasifikasi nasabah peminjaman berdasarkan nilai kelancaran pembayaran pinjamannya. Pada penelitian ini atribut yang yang digunakan sebagai acuan untuk menganalisis kelacancaran pembayaran pinjaman koperasi adalah status keanggotaan, status pernikahan, pekerjaan, pendapatan, pengeluaran, jaminan, keperluan, jumlah pinjaman dan lama pinjman. Algotitma C4.5 digunakan untuk membentu decision tree dengan cara mencari nilai entropy, gain info, split info, dan gain ratio pada setiap atribut untuk menentukan atribut akar dan cabangnya.

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Published

2021-08-13

How to Cite

[1]
R. Kandayu, M. . Maulana, W. . Silaban, and E. S. . Ompusunggu, “KLASIFIKASI KELANCARAN PEMBAYARAN PINJAMAN KOPERASI DENGAN METODE DECISION TREE”, JUSIKOM PRIMA, vol. 5, no. 1, pp. 19-23, Aug. 2021.

Issue

Vol. 5 No. 1 (2021): Jurnal Sistem Informasi dan Ilmu Komputer Prima (JUSIKOM Prima)

Section

Articles

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Copyright (c) 2021 Jurnal Sistem Informasi dan Ilmu Komputer Prima (JUSIKOM PRIMA)

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