Popular evaluation metrics in recommender systems explained

Explaining recall@k, precision@k and average precision@k with examples from TensorFlow.

In this post, we will be discussing evaluation metrics of relevance in recommender systems and how we can use in-house methods from TensorFlow to assess the quality of our models. But let’s start with what a recommender system is and why it is useful.