Average precision

Author: Nick Dingwall github.com/ndingwall

This folder contains code that details a problem in one of scikit-learn's metrics functions, and proposes a solution.

The corresponding blog post is Stepping away from linear interpolation.

Files inventory

Average_precision_post.ipynb: notebook version of the blog post.
average_precision_post_code.py: supporting code for the blog notebook.
roam_average_precision.py: proposal for a revised version of sklearn's metrics.average_precision_score.
further_testing.ipynb: additional testing of the proposed implementation.

Questions?

Contact us at research@roaminsight.com.