Use description of vulnerabilities from National Vulnerability Database (https://nvd.nist.gov/vuln/data-feeds#JSON_FEED) to predict the severity of a vulnerability and its potential negative impact, providing a Common Vulnerability score (CVSSv2) for any vulnerability in a matter of seconds.

Text preprocessor: TF-IDF Vectorizer
Algorithm: Linear Regression