Figure. 3-1
The data was divided into three subsets: training, validation, and testing. The training data trains the models, the validation data is used to assess and adjust the model’s parameters, and the test data finalizes the proposed model. The method proposed involves several steps and is illustrated in a high-level overview in Figure (3-2).