Make sure to re-add the intercept_ to the extracted prediction after summing all the weights.
Age lexicon: ./emnlp14age.csv
Gender lexicon: ./emnlp14gender.csv
Sap, M., Park, G., Eichstaedt, J. C., Kern, M. L., Stillwell, D. J., Kosinski, M., Ungar, L. H., & Schwartz, H. A. (2014). Developing Age and Gender Predictive Lexica over Social Media. EMNLP
@inproceedings{sap2014developing,
title={Developing Age and Gender Predictive Lexica over Social Media},
author={Sap, Maarten and Park, Gregory and Eichstaedt, Johannes C. and Kern, Margaret L. and Stillwell, David J. and Kosinski, Michal and Ungar, Lyle H. and Schwartz, Hansen Andrew},
booktitle={EMNLP},
year={2014},
url={https://www.aclweb.org/anthology/D14-1121/}
}