10.7910/DVN/29374 Kessler, Jeff Jeff Kessler University of California, Davis Harvard Dataverse 2015 Biofuel Classifier Natural Language Processing Harvard Dataverse Network Jeff Kessler Jeff Kessler 2015 2015-03-06 2015-03-06 10.7910/DVN/29374/NBV4LD 10.7910/DVN/29374/FUSEA8 10.7910/DVN/29374/EBPLPU 10.7910/DVN/29374/OVGOAU 4416022 984 18219545 15034 application/x-gzip text/plain; charset=US-ASCII text/plain; charset=US-ASCII text/plain; charset=US-ASCII 1.0 Creative Commons CC0 1.0 Universal Public Domain Dedication. This NLP model was generated using the Stanford NLP Classifier (available from: http://nlp.stanford.edu/software/classifier.shtml). The model was trained using a random selection of 700 manually classified biofuel patents from 1976 through 2013, and validated against 300 manually classified biofuel patents on January 03, 2014. Included are the classification results and associated patent numbers for both the manually trained patents, and for the automatically categorized patents. United States,