Loss functions
Published in
2 min readFeb 18, 2019
Regression
Mean Bias Error (MBE)
It could determine if the model has positive bias or negative bias
Mean Absolute Error (MAE) (L1 loss)
Mean Squared Error (MSE) (L2 loss)
Pixel-wise cross entropy
Dice loss
Focal loss
