Rank-Preference Consistency: The Fundamental Metric for Evaluating Recommender Systems

Rank-preference consistency, which measures the consistency between a recommender system's predictions and users' actual product preferences, is a more fundamental and appropriate metric for evaluating recommender systems than conventional measures like RMSE and MAE.