Siemens Mobility Gmbh

Christian Sieberichs

Thomas Waschulzik

Simon Geerkens

In a computer-implemented method of enabling an assessment of a plurality of datasets, the datasets each includes an input datapoint and an associated output datapoint. The plurality of datasets can be part of training data or validation data of a machine-learning algorithm such as a neural network. For each dataset multiple local complexity indicators are determined for multiple neighborhoods in the input space. A data structure is constructed that keeps track of the local complexity indicators.

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Düsseldorf, Germany

Christian Sieberichs