Machine Learned Ranking is useful for many applications in Information Retrieval, Natural Language Processing, and Data Mining. It refers to machine learning techniques for training the model in a ranking task. Its goal is to use machine learning techniques in order to perform ranking tasks. This field has gained importance due to its uses in several high profile tasks such as information retrieval and data mining. It is also useful for document retrieval, collaborative filtering, and many other applications.