Payment Application Design Using Cart (Classification And Regression Tree) Method-Reference-Cited by-同舟云学术

Payment Application Design Using Cart (Classification And Regression Tree) Method

Published:2021-11-30 Issue: Volume:2 Page:
ISSN:2807-2243
Container-title:Procedia of Engineering and Life Science
language:
Short-container-title:PELS

Author:

Ika Pradita Elfinda Lusiana,Kartika Kurnia Paranita,Febrinita Filda

Abstract

This payroll application is used to calculate the amount of salary that will be received by the Lion Parcel Blitar courier. This study aims to help find solutions for admins to complete payroll tasks quickly and accurately by developing a payroll system that is easy to implement. This research uses the RND (Research and Development) method according to Sugiyono (2012), because this method is used to generate and test the effectiveness of a product. To facilitate the grouping of couriers delivering the most packages and delivering the least packages, the method used by the author in this study is the CART method with the final result being a confusion matrix class a ( <= 600 ) of 5 data and a confusion matrix of class b (> 600 ) of 3 data. In addition, Black Box testing is also used with a percentage of 92.3% and questionnaires to validators of 86.1%, as well as prospective users as testing applications with a percentage of 90.4%. So this application is declared very feasible.

Publisher

Universitas Muhammadiyah Sidoarjo

Reference25 articles.

1. . Agwil, W., Fransiska, H., & Hidayati, N. (2020). Analisis Ketepatan Waktu Lulus Mahasiswa Dengan Menggunakan Bagging CART. FIBONACCI: Jurnal Pendidikan Matematika dan Matematika, 6(2), 155-166.

2. . Anggraeni, E. Y., & Irviani, R. (2017). Pengantar Sistem Informasi. Yogyakarta: CV. Andi Offset.

3. . Amzah, N. A., Baihaqie, A. D., & Aruan, M. C. (2021, January). Aplikasi Penggajian Guru dan Karyawan SMK Amaliyah Jakarta Berbasis Java Netbeans. In Semnas Ristek (Seminar Nasional Riset dan Inovasi Teknologi) (Vol. 5, No. 1).

4. . Ardianto Moenir, F. Y. (2017). Perancangan Sistem Informasi Penggajian Berbasis Web . Jurnal Informatika Universitas Pamulang, 127-137.

5. . Arief, S., Safi'i, I., & Laela, N. (2019, Juli). Mekanisme Pembuatan Flowchart Penerimaan Pinjaman (Angsuran) Pada (BUMDES) di Desa Pomahan Kecamatan Pulung Kabupaten Ponorogo. : Jurnal Karya Pengabdian Dosen dan Mahasiswa, III(3), 259-264.