Modeling the Spread of COVID-19 Infection Using a Multilayer Perceptron

Figure 1

The process of AI modeling is shown. First, the data is collected and placed into a dataset. Part of that data is used for training and testing the various MLP hyperparameter combinations, in an attempt to find the best possible architecture. The most successful model can then be used to determine the future instances.