Deep Learning, Evaluation Metric, Loss Function, Data Science, Model Evaluation.
It facilitates in finding the maximum margin of separation, from the hyperplanes to the respective classes. It penalizes the incorrect predictions made by the algorithm Source Source SVM Optimal Hyperplane (Source) Other Loss Functions Keras Documentation for various Loss functions Here is an