Classification Classification of COVID-19 Monthly Cases Using Artificial Neural Network (ANN) Method

This study proposes the MLP type ANN method with influence of Cross-Validation evaluation using three K-Fold tests, namely 3, 5, and 8. The data used are that relate to COVID-19 cases issued from Bandung Public Health Office, climate report Meteorological, Climatological, Geophysical Agency (BMKG), population Population citizen’s educational history Education Office West Java Open Data website. also was gathered 151 sub-districts in City, a total 22 attributes collected November 2020 December 2021. is included deep learning process. Therefore, number hidden layers utilized has significant impact on performance model being constructed. implementation K=8 results an accuracy value up 98% error metric measurement 0.3404 for MAE 0.5994 RMSE. study's objective provide information optimal Cross Validation parameters this better during building classification confirmed Covid-19 patients.