Sports have always been a source of entertainment, passion, and excitement for fans worldwide. However, the integrity of sports is sometimes threatened by unethical practices, one of the most controversial being fixed match scandals. Fixed match instances have been a growing concern in various sports, affecting the credibility of competitions and