Visualization of a model selection process in an automated model selection system

US11688111B2 · kind B2 · utility

Assignee

• International Business Machines Corporation · US

Inventors

• Dakuo Wang · Cambridge, US
• Bei Chen · Dublin, IE
• Ji Hui Yang · Beijing, CN
• Abel Valente · Dieciséis de Julio, AR
• Arunima Chaudhary · Dehradun, IN
• Chuang Gan · Cambridge, US
• John Dillon Eversman · Austin, US
• Voranouth Supadulya · Austin, US
• Daniel Karl I. Weidele · Cambridge, US
• Jun Wang · Nanjing, CN
• Jing Xu · Shanghai, CN
• Dhavalkumar C. Patel · White Plains, US
• Long H. Vu · White Plains, US
• Syed Yousaf Shah · Yorktown Heights, US
• Si Er Han · Xi'an, CN

Key dates

• Filing date: Jul 29, 2020
• Grant date: Jun 27, 2023
• Expiry date: Jul 29, 2040

Classification

• Technology area (CPC G): Physics
• CPC primary: G06N20/00
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

Systems, computer-implemented methods, and computer program products to facilitate visualization of a model selection process are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise an interaction backend handler component that obtains one or more assessment metrics of a model pipeline candidate. The computer executable components can further comprise a visualization render component that renders a progress visualization of the model pipeline candidate based on the one or more assessment metrics.