Deep Learning, Evaluation Metric, Loss Function, Data Science, Model Evaluation.
Error unit also get squared (eg : 5lpa becomes 5 lpa square) Can only be applied when the output (last) layer is linear. Source 2. Mean Absolute Error (MAE) It is given by the average of the absolute differences between the actual and predicted outcomes. Also referred to a L2 loss. Source Pros