How can one demonstrate the effectiveness of an algorithm?

One can demonstrate the effectiveness of an algorithm by analyzing its performance in terms of speed, accuracy, and efficiency compared to other algorithms or benchmarks. This can be done through testing the algorithm on various datasets and measuring its outcomes to determine its effectiveness in solving a specific problem.