The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 07, 2022
Filed:
May. 24, 2021
Bottomline Technologies, Inc., Portsmouth, NH (US);
John Canneto, Rye, NY (US);
Flora Kidani, Wilton, CT (US);
Anne Baron, Ansonia, CT (US);
Jonathan Hewitt, Exeter, NH (US);
William Cashman, Durham, NH (US);
Michael Marcinelli, North Andover, MA (US);
Bottomline Technologies, Inc., Portsmouth, NH (US);
Abstract
A unique user interface for improving machine learning algorithms is described herein. The user interface comprises an icon with multiple visual indicators displaying the machine learning confidence score. When a mouse hovers over the icon, a set of icons are displayed to accept the teaching user's input. In addition, the words that drove the machine learning confidence score are highlighted with formatting so that the teaching user can understand what drove the machine learning confidence score.