README.md

Loss Functions

• For binary classification:
  • CBinaryCrossEntropyLossLayer - cross-entropy
  • CHingeLossLayer - hinge loss
  • CSquaredHingeLossLayer - modified squared hinge
  • CBinaryFocalLossLayer - focal loss (modified cross-entropy)
• For multi-class classification:
  • CCrossEntropyLossLayer - cross-entropy
  • CMultiHingeLossLayer - hinge loss
  • CMultiSquaredHingeLossLayer - modified squared hinge
  • CFocalLossLayer - focal loss (modified cross-entropy)
• For regression:
  • CEuclideanLossLayer - Euclidean distance
• Additionally:
  • CCenterLossLayer - the auxiliary center loss function that penalizes large variance inside a class