Good point. Even though all pieces can be almost anywhere, the algorithm could use the probability of the pieces being in certain situations to improve it's gu

Good point. Even though all pieces can be almost anywhere, the algorithm could use the probability of the pieces being in certain situations to improve it's guesses dramatically. This would be especially true if you told the computer whether the board was in the beginning, middle, or end game.