PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic
Vol. 12 No. 1 (2024): March 2024

Developing a Web-Based Application for Palm Seedling Eligibility Using C5.0 Algorithm and CART Algorithm

Ginting, Muhammad Afif Pratama (Unknown)
Sriani, Sriani (Unknown)



Article Info

Publish Date
30 Mar 2024

Abstract

Agriculture is an important sector in a country's economy and plays a vital role in providing food and industrial raw materials. The oil palm plantation industry has a huge economic impact. However, a challenge faced by palm oil producers is the selection of optimal seedlings. Poor-quality seedlings can result in reduced productivity, economic losses, and environmental impacts. Therefore, evaluating the feasibility of oil palm seedlings is very important. Proper selection of seedlings can increase plantation productivity and reduce losses caused by failure to plant unsuitable seedlings. This research aims to implement data mining using the C5.0 and CART algorithms in evaluating the feasibility of oil palm seedlings. Tests conducted on the determination of oil palm seedling eligibility resulted in 92% accuracy for the C50 algorithm while the CART algorithm resulted in 89% accuracy from a total of 97 data. Provides a better understanding of the effectiveness of the two algorithms in assisting decision-making related to planting and managing oil palm seedlings.

Copyrights © 2024






Journal Info

Abbrev

piksel

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management

Description

Jurnal PIKSEL diterbitkan oleh Universitas Islam 45 Bekasi untuk mewadahi hasil penelitian di bidang komputer dan informatika. Jurnal ini pertama kali diterbitkan pada tahun 2013 dengan masa terbit 2 kali dalam setahun yaitu pada bulan Januari dan September. Mulai tahun 2014, Jurnal PIKSEL mengalami ...