Confidence estimation of classification based on the distribution of the neural network output layer

Abdel Aziz Taha, Leonhard Hennig, Petr Knoth

One of the most common problems preventing the application of prediction models in the real world is lack of generalization: The accuracy of models, measured in the benchmark does…