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).