Question

what measure how far the predictions are from the actual values in machine learning

Answer 1

Bias measures how far the predictions are from the actual values in machine learning.

Residual is the difference between the obtained value and the expected value.

Bias is used to study the inaccuracy of a model and to make the necessary corrections to it so that the residual value becomes minimum.

Answer 2

Correct Answer is:   Bias