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US Patent 11354018 Visualization of a machine learning confidence score

Patent 11354018 was granted and assigned to Bottomline Technologies on June, 2022 by the United States Patent and Trademark Office.

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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.

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