Analisis Perbandingan Rule Pakar dan Decision Tree J48 Dalam Menentukan Jumlah Produksi Kain Tenun Menggunakan Metode Fuzzy Tsukamoto

JURIKOM (Jurnal Riset Komputer)

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Title Analisis Perbandingan Rule Pakar dan Decision Tree J48 Dalam Menentukan Jumlah Produksi Kain Tenun Menggunakan Metode Fuzzy Tsukamoto
 
Creator Mujahid, Tundo Amri
Sela, Enny itje
 
Description This study explains the comparative analysis of expert rules and J48 decision tree using Tsukamoto fuzzy in determining the amount of woven fabric production. From the results of the research analysis, it was found that the rule base model in this study was a decision tree with 83.3333% accuracy based on the J48 decision tree algorithm that was tested using WEKA tools. The results of direct comparison analysis with actual production data that J48 decision tree rule is the closest to the actual data is with an error rate of 3.89% so that the accuracy of the truth reaches 96.11%, while using expert rules has an error rate of 14.45% so that the accuracy truth obtained reached 85.55%. Therefore, an idea was found that to make a rule without having to consult with experts, that is enough to use a decision tree with WEKA tools, because WEKA tools will display the accuracy of the truth of the rules formed.
 
Publisher STMIK Budi Darma
 
Contributor Master University
 
Date 2019-11-22
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier https://ejurnal.stmik-budidarma.ac.id/index.php/jurikom/article/view/1510
10.30865/jurikom.v6i5.1510
 
Source JURIKOM (Jurnal Riset Komputer); Vol 6, No 5 (2019): Oktober 2019; 501-505
2715-7393
2407-389X
10.30865/jurikom.v6i5
 
Language eng
 
Relation https://ejurnal.stmik-budidarma.ac.id/index.php/jurikom/article/view/1510/1246
https://ejurnal.stmik-budidarma.ac.id/index.php/jurikom/article/downloadSuppFile/1510/104
 
Rights Copyright (c) 2019 JURIKOM (Jurnal Riset Komputer)
 

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