Patent ID: 11970178
Assignee: VOLKSWAGEN AKTIENGESELLSCHAFT
Field: Computer technology (Electrical engineering)
Classification: CPC B  G | IPC B  G

Claim 0:
1. A computer-implemented method for machine learning to operate a vehicle component comprising:
providing a plurality of multidimensional data points;
generating a basic training data set by dividing up the plurality of data points into multidimensional clusters using a cluster algorithm such that each data point is assigned precisely to one cluster;
generating a training data set by selecting data points from the basic training data set, comprising:
determining a smallest cluster among the plurality of clusters with the lowest number of data points;
selecting at least one subset of the data points of the smallest cluster for the training data set; and
selecting a subset of data points from each of the other clusters for the training data set such that the number of selected data points of each other cluster corresponds to the number of selected data points of the smallest cluster.