Comparative Evaluation of the Multilayer Perceptron Approach with Conventional ARIMA in Modeling and Prediction of COVID-19 Daily Death Cases

Table 3

Candidate models for prediction using MLP models.

MLP	MSE	RMSE	MAE
With 5 hidden layers	396.37	19.90	11.07
With 10 hidden layers	367.71	19.17	10.54
With 20 hidden layers	354.00	18.81	10.31