In the previous section, we discussed how the stimulator is coded and how the game is played the rules, and everything related to the IntuitiveAI stimulator. If you have played with the stimulator you understand how it works and we now have three main goals that we will be solving in the experiments with dataset section but will discuss the theory part here.
With the data, we have three goals in mind. When we explore the dataset you are required to keep these three goals in mind:
Predict the first box user will open when they start a new game.
Predict the next box use will open at any given position in a game
Predict the overall outcome of a game
Predicting if a game is won or lost using intuition or calculated moves
To elaborate on number 4, we use UserGamePlayPattern and see if there is a big jump we can say that it was intuition-based as the user took a risk.