Deep Learning, Evaluation Metric, Loss Function, Data Science, Model Evaluation.
our data, the above loss function becomes linear — second term and delta becomes huge. On the other hands, when there are no outliers, the function takes form of a quadratic equation (first term) and delta becomes zero. Geometric Intuition of L1, L2 and Huber Loss Source Loss Functions in