Loss Function - What is the loss function?

An essential and straightforward tool for evaluating an algorithm's model on a specific dataset is a loss function. It produces a lower number for more accurate forecasts and a bigger number for more inaccurate ones, thus quantifying the degree of prediction inaccuracy.