bperf: Bayesian Performance Comparison

Papers

• Dell Zhang, Jun Wang, Emine Yilmaz, Xiaoling Wang, Yuxin Zhou. Bayesian Performance Comparison of Text Classifiers. In Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Pisa, Italy, Jul 2016.

Code

• See the Jupyter Notebook.

Software

• scikit-learn
• pymc3

Data

• 20-Newsgroups
• Reuters-21578