Metadata-Version: 2.1
Name: freq-e
Version: 0.1.1
Summary: Class frequency estimation
Home-page: https://github.com/slanglab/freq-e
Author: Katherine Keith and Brendan O'Connor
Author-email: kkeith@cs.umass.edu
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown

# freq-e = (class) frequency estimation 

Frequency estimation of classes. This is also known as prevalence estimation (in statistics and epidemiology), quantification (in data mining), and class prior estimation (in machine learning). 

This software accompanies the paper "Uncertainty-aware generative models for inferring document class prevalence" by Katherine Keith and Brendan O'Connor published in EMNLP 2018. 

 - Github repository: https://github.com/slanglab/freq-e
 - Research project website: http://slanglab.cs.umass.edu/doc_prevalence/
 - Paper: http://aclweb.org/anthology/D18-1487

# Contact 
Contact the software authors with any questions: Katherine Keith (kkeith@cs.umass.edu) and Brendan O'Connor (brenocon@cs.umass.edu).




