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All Journal Jurnal Ilmu Kedokteran (Journal of Medical Science) Jurnal Kedokteran Syiah Kuala Jurnal Kedokteran Gigi Universitas Padjadjaran Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Fajri Marindra Siregar
Universitas Riau
Biochemistry, Genetics & Molecular Biology Computer Science & IT Dentistry Engineering Health Professions Medicine & Pharmacology Public Health

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Journal : Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)

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Prediksi Hasil Ujian Kompetensi Mahasiswa Program Profesi Dokter (UKMPPD) dengan Pendekatan ANFIS Fajri Marindra Siregar; Gunadi Widi Nurcahyo; Sarjon Defit
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 2 No 2 (2018): Agustus 2018
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (925.046 KB) | DOI: 10.29207/resti.v2i2.388

Abstract

The main objective of this study was to predict the outcome of student's competency exam of the medical profession (UKMPPD) using Adaptive Neuro-Fuzzy Inference System (ANFIS). Data obtained from the Faculty of Medicine Universitas Riau’s student database in 2015 which amounted to 170 data. Input variables were membership status, length of study, and grade point average. Furthermore, the data were analyzed using MATLAB software by setting the number of membership function 2 2 2 and Gbell membership function. The results showed that the method is able to predict the outcome of UKMPPD with Mean Average Percentage Error (MAPE) 0.07%, minimum 0.00%, and maximum 0.44%.
Co-Authors afdhal cahya pratama Elita Rafni Gunadi Widi Nurcahyo Jefrizal Jefrizal Rahmat Azhari Kemal Revinta Mozache Hardiman Rita Endriani Sarjon Defit Zahtamal Zahtamal