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:
Aug. 11, 2026
Filed:
Mar. 04, 2024
Siemens Mobility Gmbh, Munich, DE;
Jens Braband, Braunschweig, DE;
Siemens Mobility GmbH, Munich, DE;
Abstract
A supervised machine learning of a computer-implemented method performs a technical process in which a data pool is created, containing data sets with input data and output data that describes a correct process result. The data sets are divided into training and validation data sets. The method is trained in a training phase, wherein process parameters of the method are varied during repeated performances of the method. A trained method is checked in a validation phase by comparing the output data calculated with the trained method with the input data, with the output data describing the correct process result and calculating an actual probability of failure for the method as a result of the comparison. An empirical probability of failure is defined for the training phase, which is at most as large as a specified target probability of failure.