DEVELOPMENT OF THE METHOD OF EXPLANATION OF THE WORK OF A NEURAL CLASSIFIER BASED ON THE LIME ALGORITHM
In this final bachelor’s work, a new approach has been proposed for interpreting both individual predictions of any type of machine learning model and a group of individual predictions, which makes it possible to understand the logic of the algorithm when issuing predictions. In addition, the confidence in the model increases, which is important when introducing black box models into real business processes.