Loss Functions in Deep Learning | Deep Learning
What is Loss Functions in Deep Learning
Types of Loss Functions in Deep Learning
Loss Functions for Regression
1) Mean Square Error (MSE) / L2 Loss
2) Mean Absolute Error (MAE) / L1 Loss
3) Huber Loss / Smooth Mean Absolute Error
Loss Functions for Classification
1) Binary Cross-Entropy Loss / Log Loss
2) Categorical Cross Entropy