MEASUREMENT OF THE SENSITIVITY OF CLASSIFIERS BASED ON INTERACTING FAULTS

A method for measuring the sensitivity of a classifier. The method includes: at least one input data set, including image data, is provided; an initial class assignment is ascertained for the at least one input data set with the aid of the classifier; a predefined number of different faults is ascertained from the input data set based on the objectives, in that a modification of the input data set formed by the joint application of all of these faults is mapped by the classifier to a class assignment, which differs from the initial class assignment according to the stipulation of a predefined criterion; while a modification of the input data set formed by applying only one of these faults is mapped by the classifier to a class assignment, which corresponds to the initial class assignment according to the stipulation of the predefined criterion.