4 Reasons Your Machine Learning Model is Wrong (and How to Fix It)

This post presents some common scenarios where a seemingly good machine learning model may still be wrong, along with a discussion of how how to evaluate these issues by assessing metrics of bias vs. variance and precision vs. recall.