Data Science Model Evaluation Simply Explained

September 8, 2022

There are a a whole bunch of different tools and metrics to evaluate data science model performance. Some of the most common tools and metrics include: Confusion Matrix Accuracy Precision Recall F1 Score Honestly, I often forget the definitions for these metrics. I’d like to think it’s partly because the definitions of these tend to be super technical, verbose, and obscure. Not easy for casual reading. Here I’ll explain these metrics in my own words, which tend to be simple. ...