The "Guess My Number" game is a mathematical game where a player tries to guess a secret number within a specified range. The player typically receives hints about whether their guess is too high or too low, helping them narrow down the possibilities until they correctly identify the hidden number. This game is often used as an educational tool to enhance mathematical skills, logical thinking, and problem-solving abilities in players of various ages.