Quote:
Originally Posted by samihaq
Hi,
I have a basic question i.e In real learning situations,we wont have many datasets to calculate average hypothesis but only one. So how can we calculate bias and variance in real life learning cases??

In general, we can't. Bias and variance are theoretical tools for illustrating the tradeoff between approximation and generalization.