Patent · US Active

Robust classifier

US10929774B2 · kind B2 · utility

0Cited by

9References

20Claims

0Family size

Assignee

KONINIKLIJKE PHILIPS N.V. · NL

Inventors

Bryan Conroy · Franklin Square, US
Larry James Eshelman · Ossining, US
Cristhian Potes · Salem, US
Minnan Xu · Cambridge, US

Key dates

Filing date	Feb 5, 2016
Grant date	Feb 23, 2021
Priority date	—
Expiry date	Mar 25, 2038

Classification

Technology area (CPC A)Human Necessities
CPC primaryA61B2505/03
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Various embodiments described herein relate to methods and apparatus for robust classification. Many real-world datasets suffer from missing or incomplete data. By assigning weights to certain features of a dataset based on which feature(s) are missing or incomplete, embodiments of the prevention can provide robustness and resilience to missing data.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.