SAP SE
EXPLANATIONS OF MACHINE LEARNING PREDICTIONS USING ANTI-MODELS

Abstract:

Methods, systems, and computer-readable storage media for receiving user input indicating a first data point representative of output of a machine learning (ML) model, calculating a source model value based on the first data point and a second data point, calculating anti-model sub-values based on the first data point and a set of data points, providing an anti-model value based on the source model value and the anti-model sub-values, and determining a reliability of the output of the ML model based on the anti-model value.