Deep Learning, Evaluation Metric, Loss Function, Data Science, Model Evaluation.
Entropy, as Integer Encoding (or numerical encoding) is used in target column. Source It is advisable to use Sparse Categorical Entropy in case a huge number of classes are involved. It is only slightly different than Categorical Cross Entropy in terms of internal functioning. It uses Integer