Explainable AI (xAI)

In today's approaches, input data and class information can be trained with high performance and tested with new data input. However, this model depends on the data set size data set quality, the hyper parameter set used in deep learning models, the activation functions and the optimization algorithms. Layers in deep network allow the machine recognize the thing that we provide. Lower layers give information about more general aspect of input. Upper layers give information about more detailed features of input and also provide us definition of input.