MAP at K : An evaluation metric for Ranking

This video talks about the Mean Average Precision at K (popularly called the MAP@K) metric that is commonly used for evaluating recommender systems and other ranking related problems. Why do we need Mean Average Precision@K metric? Traditional classification metrics such as precision, in the context of recommender systems can be used to see how many…