Precision Recall And F1Score

# Precision, Recall, and F1-Score: The Ultimate Guide to Model Evaluation Are you building machine learning models but struggling to understand how well they're *really* performing? Accuracy alone can be misleading. To truly evaluate your model's effectiveness, especially in scenarios with imbalanced datasets, you need to understand **Precision, Recall, and the F1-Score**. This guide will equip you with the knowledge and practical skills to confidently assess and select the best model for yo