2.1. Dataset preparation
The NSIS database is composed of several component tables, each of which must be manipulated and integrated into a new dataset in order to extract useful data. These tables were joined and edited to produce a dataset with the desired parameters. The final dataset from which training and testing data was generated contained 127 data points, each with the following information: