Importance

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Abstract

A method for rating measured values taken from a system S that may be in an error-free or erroneous state, includes: forming, by a device, a set V of unmarked measured values v from the system S; forming, by the device, a modified learning set V′ comprising measured values v′ for a learning system L by removal or weighting or removal and weighting of measured values from the set V using a random-based method; forming, by the device, a model M for rating measured values from the system S by the learning system L from the modified learning set V′; and rating, by the device, measured values from the system S by a rating system B using the model M. At least one closest neighbor of the measured value v is removed during removal or weighting or removal and weighting of measured values v from the set V.

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First Claim