Graphical user interface based feature extraction application for machine learning and cognitive models

US11237713B2 · kind B2 · utility

Assignee

• International Business Machines Corporation · US

Inventors

• Leemor M. Yuravlivker · Brooklyn, US
• Vijay K. Naik · Pleasantville, US
• Balaji Krishnapuram · King of Prussia, US
• Faisal Farooq · Norristown, US
• Marie Angelopoulos · Briarcliff Manor, US
• Michal Ozery-Flato · Nes Ziona, IL
• Shilpa N. Mahatma · Town of Long Lake, US
• Brendan Shea · Medford, US

Key dates

• Filing date: Jan 21, 2019
• Grant date: Feb 1, 2022
• Expiry date: Apr 10, 2039

Classification

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

Abstract

A mechanism is provided in a data processing system to implement a feature extraction tool for graphical user interface based feature extraction. The feature extraction tool receives selection by a user of a dataset from which features are to be extracted. The feature extraction tool loads a plurality of feature definitions. The feature extraction tool generates a graphical user interface that allows the user to add features from the plurality of features to a feature file. The feature extraction tool presents the graphical user interface to the user and receives user selection of at least one feature to be added to the feature file. The feature extraction tool generates the feature file based on the user selection of the at least one feature.