Comprehensive Guide to Ranking Evaluation Metrics

Explore an abundant choice of metrics and find the best one for your problem

Introduction

Ranking is a problem in machine learning where the objective is to sort a list of documents for an end user in the most suitable way, so the most relevant documents appear on top. Ranking appears in several domains of data science, starting from recommender systems where an algorithm suggests a set of items for purchase and ending up with NLP search engines where by …

data data science documents end user evaluation evaluation metrics explore getting-started guide information-retrieval list machine machine learning metrics ranking recommendation-system