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

ULTIMA Computing

View Publication Info
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
Date 2016-08-01
Type info:eu-repo/semantics/article
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
Language ind
Relation http://ejournals.umn.ac.id/index.php/SK/article/view/232/204
Rights ##submission.copyrightStatement##

Contact Us

The PKP Index is an initiative of the Public Knowledge Project.

For PKP Publishing Services please use the PKP|PS contact form.

For support with PKP software we encourage users to consult our wiki for documentation and search our support forums.

For any other correspondence feel free to contact us using the PKP contact form.

Find Us


Copyright © 2015-2018 Simon Fraser University Library