This is my first neural Network project. It has to do with the LVQ algorithm
In simples terms, the program first asks the user if he wants it to create a new text file with random examples ,based on a few simple conditions. Next, the program asks for the number of Neurons as well as the max number of seasons. Once it get the answers to theses questions, it creates N random neurons (where N is the given number), initiating them from N Random examples. After that, it executes the LVQ algorithm getting the team faults. This process is repeated 5 times and in the end, the program keeps the best neurons (the set with the minimum team fault). Finally, it produces in a simple JAVAFX window that shows the examples along with the neuron-centers found