I originally started writing this notebook to serve as an introduction decision trees. It's a description of the "1-rule" algorithm which I think is worth studying for the following reasons:
I first encountered the “1 Rule” prediction algorithm in ‘Data Mining Practical Machine Learning Tools and Techniques’ by ‘Ian H. Witton’. A book which serves as a great introduction to machine learning ideas.
Content of the Notebook
You can access the notebook here.