Prediction of Autoimmune Disease Using Backpropagation Method

  • Debi Setiawan Department of Technical Information STMIK Amik Riau Pekanbaru, Indonesia
  • Ramalia Noratama Putri Department of information system Sekolah Tinggi Ilmu Komputer Pelita Indonesia Pekanbaru, Indonesia

Abstract

Abstract. Autoimmune disease is a generally disease caused by immune system
disorders or protection in the body. The disease is not contagious, but it can be deadly.
The problems of autoimmune disease are unhealthy life styles and unhealthy foods.
The purpose of this study is to predict the symptoms of autoimmune diseases, for the
prediction process how many people affected by autoimmune disease. The data used
in this study is primary data and 50 consisted of. Backpropagation method is selected
because it is good method and has small error rate of 0.5%. In this experiment are used
24 variables, with performance measurement in terms of accuracy and error rate.

Published
2018-10-19
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