Machine Learning, Deep Learning, Neural Networks, Heartbeat, Mlops.
for the simple approximation. The blue line represents the average value of predicted models for the complex approximation. The red line represents the true relationship. Bias quantifies how far away the average of all the models fitted over all the possible training sets is from the true