Broken Networks: Why Your Machine Learning Model Isn't Learning and What to do About it.

Machine learning models are powerful tools, but power does not guarantee infallibility. When a model behaves in unexpected ways, the process of diagnosing what is going wrong and what should be done about it can be challenging. To aid in the process, this chapter covers some common problems and offers potential solutions.