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:
Mar. 10, 2026
Filed:
Nov. 17, 2020
Robert Bosch Gmbh, Stuttgart, DE;
Arber Zela, Bad Krotzingen, DE;
Frank Hutter, Freiburg, DE;
Julien Siems, Freiburg, DE;
Lucas Zimmer, Lörrach, DE;
ROBERT BOSCH GMBH, Stuttgart, DE;
Abstract
A method for predicting a suitable configuration of a machine learning system for a first training data set. The method starts by training a plurality of machine learning systems on the first training data set, the machine learning systems and/or the training methods used being configured differently. This is followed by a creation of a second training data set including ascertained performances of the trained machine learning systems and the assigned configuration of the particular machine learning systems and/or training methods. This is followed by a training of a graph isomorphism network, depending on the second training data set, and a prediction in each case of the performance of a plurality of configurations not used for the training, with the aid of the GIN. A computer program and a device for carrying out the method and a machine-readable memory element, on which the computer program is stored, are also described.