Prediction Of Bogor City Rainfall Parameters Using Long Short Term Memory (LSTM)

Abstract

Bogor is a city that has high rainfall and has erratic rainfall. So it is necessary to predict Bogor's rainfall. Rainfall prediction can be done using the LSTM algorith. In the LSTM algorithm, there are hidden neuron parameters and epochs to produce good results, so it is necessary to predict the best parameters in Bogor rainfall. The prediction parameters results obtained by LSTM have worked well using optimal hidden neuron values of 256, optimal epoch of 150, mape of 1,64, and the comparison of actual data patterns and prediction data already has the same data patterns.