Machine Learning, Artificial Intelligence, Neural Networks, Deep Learning.
output state. Mathematically it can be expressed as follows: I am using the < > notation to denote the expected-value here. If the expected value of the difference between the learnt-function and the underlying function is high, then we state that the learnt function is highly-biased. Variance: