Machine Learning, Deep Learning, Algorithms, Loss Function, Optimization.
binary classification each predicted probability is compared to the actual class output value (0 or 1) and a score is calculated that penalizes the probability based on the distance from the expected value. Visualization The graph below shows the range of possible log loss values given a true