Understanding the Difference Between Precision and Recall in Machine Learning
In the world of machine learning, evaluating model performance goes far beyond simple accuracy metrics. Two of the most critical concepts that every data scientist and ML practitioner must master are precision and recall. While these terms might sound similar, they represent fundamentally different aspects of model evaluation and can dramatically impact how you interpret … Read more