Machine Learning, Deep Learning, Pytorch, Python, Artificial Neural Network.
mean? It maximizes the overall probability of the data. It penalizes the model when it predicts the correct class with smaller probabilities and incentivizes when the prediction is made with higher probability. The logrithm does the penalizing part here. Smaller the probabilities, higher will be