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Introduction to Precision, Recall, and F1 in Classification Models


You may have come across the terms Precision, Recall, and F1 when reading about Classification Models and machine learning. This tutorial describes the concepts in detail with relevant examples.

What you’ll learn 

  • Introduction to Precision, Recall, and F1 in data science
  • When can you use each for measuring the accuracy of your model
Rebecca Merrett
Rebecca holds a bachelor’s degree of information and media from the University of Technology Sydney and a post graduate diploma in mathematics and statistics from the University of Southern Queensland. She has a background in technical writing for games dev and has written for tech publications.

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