Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Vol 2 No 2 (2018): Agustus 2018

Prediksi Hasil Ujian Kompetensi Mahasiswa Program Profesi Dokter (UKMPPD) dengan Pendekatan ANFIS

Fajri Marindra Siregar (Universitas Riau)
Gunadi Widi Nurcahyo (UPI YPTK Padang)
Sarjon Defit (UPI YPTK Padang)

Article Info

Publish Date
24 Jul 2018

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%.

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Journal Info
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Website

Abbrev

RESTI

Publisher

Ikatan Ahli Informatika Indonesia

Subject

Computer Science & IT Engineering

Description

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) dimaksudkan sebagai media kajian ilmiah hasil penelitian, pemikiran dan kajian analisis-kritis mengenai penelitian Rekayasa Sistem, Teknik Informatika/Teknologi Informasi, Manajemen Informatika dan Sistem Informasi. Sebagai bagian dari semangat ...