Rancang Bangun Sistem Pakar untuk Deteksi Dini Katarak Menggunakan Algoritma C4.5

ULTIMA Computing

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Field Value
 
Title Rancang Bangun Sistem Pakar untuk Deteksi Dini Katarak Menggunakan Algoritma C4.5
 
Creator Jayawardanu, Ivana Herliana W.
Hansun, Seng
 
Description In 2010, 51% of 39 million blindness are caused by cataract. In 2013, there are 1.8% of 1.027.763 Indonesian people who suffered from cataract. Half of them are not treated yet due to their ignorance on the cataract disease. Therefore, in this research, we tried to build a system that can detect early cataract disease as the ophthalmologist would do. The system will use C4.5 algorithm that receives 150 training data set as an input, resulting in a set of rules which can be used as decision factors. To test the system, k-fold cross validation technique is been used with k equals to 10. From the analysis result, the accuracy of the system is 93.2% to detect cataract disease and 80.5% to detect the type of cataract disease one might suffered.
 
Publisher Jurnal Sistem Komputer
ULTIMA Computing
 
Contributor
 
Date 2016-08-01
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Artikel yang dipeer-review
 
Format application/pdf
 
Identifier http://ejournals.umn.ac.id/index.php/SK/article/view/232
 
Source Jurnal Sistem Komputer; Vol 7, No 2 (2015): Ultima Computing
ULTIMA Computing; Vol 7, No 2 (2015): Ultima Computing
2549-4007
2355-3286
 
Language ind
 
Relation http://ejournals.umn.ac.id/index.php/SK/article/view/232/204
 
Rights ##submission.copyrightStatement##
 

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