18465705. Domain-Based Machine-Learned Classifiers (Google LLC)
Contents
Domain-Based Machine-Learned Classifiers
Organization Name
Inventor(s)
Alexey Vlaskin of Austin TX (US)
James Heng Guan Ang of Palo Alto CA (US)
Nikhil Sinha of Campbell CA (US)
Dillon Patrick Bly of Fremont CA (US)
John Michael Villwock of Seattle WA (US)
Domain-Based Machine-Learned Classifiers
This abstract first appeared for US patent application 18465705 titled 'Domain-Based Machine-Learned Classifiers
Original Abstract Submitted
A machine-learning classification system for a hosted data storage service classifies documents in storage domains of the hosted data storage service. A hosted data storage service can include isolated storage domains that are individually configured to provide domain access by an authorized entity for a domain and prohibit access to the domain by unauthorized entities. A machine-learned domain-specific classifier is associated with a storage domain and is configured to generate a classification label for documents of the entity associated with the respective storage domain. A training system is configured to generate a machine-learned domain-specific classifier using a subset of annotated documents from the selected storage domain.
