Machine Learning, Deep Learning, Trading, Finance, Stock Market.
prediction, you would have earned money with a prediction of 0.03, and lost money with a prediction of -0.01, yet our loss did not capture this. We need a better loss that takes into account the sign of the prediction and true value. As we can see now, our current loss function MAE will not give us