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:
Dec. 28, 2021
Filed:
Jul. 24, 2017
Amazon Technologies, Inc., Seattle, WA (US);
Pracheer Gupta, Seattle, WA (US);
Andrea Olgiati, Seattle, WA (US);
Poorna Chand Srinivas Perumalla, Seattle, WA (US);
Stefano Stefani, Seattle, WA (US);
Maden Mohan Rao Jampani, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A processing device receives a dataset comprising a plurality of data points, wherein each data point of the plurality of data points comprises a representative vector for the data point and an associated classification for the data point. The processing device determines, for the dataset, a score representative of a degree of clustering of the plurality of data points. The processing device determines a suitability of the dataset for use in machine learning based on the score.