PNL represents a effective framework for assessing AI architectures. It provides techniques to measure the efficiency of these intricate systems. Through PNL, we can gain insights into why neural networks check here operate, enabling us to enhance their accuracy. Several key metrics are used in PNL, comprising accuracy, precision, recall, and F1-s