In the final design and implementation of the stock prediction framework, several changes had to be made. As I was implementing my design, testing was carried out with varied datasets. Using the actual data itself revealed further problems with data-preprocessing that had to be resolved. Additionally, testing led me to realizations of how the framework could be improved. I will discuss these improvements categorically to show how I arrived at the final design.
