Analisis Metode Backpropagation Memprediksi Penerimaan Santri/Wati di Pondok Pesantren Modern Al-Kautsar

Abstract

The development of technology today with the existence of artificial intelligence, conducted research to prove the Backpropagation method can predict students / wati in the modern boarding school Al-Kautsar. Artificial neural network is a method that is able to perform mathematical processes in predicting santri / wati. Bacpropagation algorithm is used to process data that is implemented with Matlab. Where data is collected through direct observation. Data is grouped by majors. The results obtained from the Matlab test performace and epoch values of each architecture are not the same as the results of the tests are displayed in the form of a graph comparing the target value with the research and testing process. The results of this study provide information on the modern Al-Kautsar boarding school on the number of registrants in 2020

Predictive Analysis of Rice Pest Distribution in Bali Province Using Backpropagation Neural Network

“…ANN is widely used in data mining; this method can be used in clustering, regression, classification, time series forecasting, and visualization [4]. The backpropagation method is also included in the ANN model used for forecasting; this method is part of supervised learning which is usually used for layers to determine the weights connected to the neurons in the hidden layer [5].…”