User interface for assessment of classification model quality and selection of classification model cut-off score

US10482376B1 · kind B1 · utility

Assignee

• SAS INSTITUTE, INC. · US

Inventors

• Amrut Shantaram Vaze · Pune, IN
• Michael Ryan Chipley · Raleigh, US
• Leigh Anne Ward · Raleigh, US
• Ashish Mishra · Bhubaneshwar, IN
• Steven Todd Barlow · Raleigh, US
• Suchitra Balaso Chikhalkar · Pune, IN
• Sameer Waman Tatke · Pune, IN

Key dates

• Filing date: Dec 19, 2018
• Grant date: Nov 19, 2019
• Expiry date: Dec 19, 2038

Classification

• Technology area (CPC G): Physics
• CPC primary: G06N20/10
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

The computing device generates a classification model providing prediction data indicating predicted users in a target population who will respond to a target stimulus according to a predefined user response category. The computing device displays in GUI a graphical representation of a generated classification model and a plurality of options each specifying one of different objectives for determining a proportion of users in the target population to expose to the target stimulus. The computing device predicts proportion data indicating the proportion of users in the target population to expose to the target stimulus based on the determined location of the cut-off. The computing device issues one or more indications as to whether to use the classification model as a basis for exposing the proportion of users in the target population to the target stimulus according to the proportion data.