Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
The resulting value L represents the average cross-entropy loss over all N samples in the dataset. The goal of training a neural network is to minimize this loss function. The loss function penalizes the model more heavily for making large errors in predicting classes with low probabilities. The