The Predictive Machine Learning uses intelligent machine learning technology to correlate threat information and perform an in-depth file analysis for emerging unknown security risk detection through digital DNA fingerprinting, API mapping, and other file properties. Predictive Machine Learning also performs a behavioral analysis on unknown or low-prevalence processes to determine if an emerging or unknown threat is attempting to infect your network. Predictive Machine Learning is a powerful tool that helps protect your assets and network environment against unidentified threats and zero-day attacks.
To enable Predictive Machine Learning, find and click the check box next to it in the section of Real-Time Scan in the Multi-Method Threat Prevention pane.