Today I learned the most intuitive explanation of Bias and Variance in[1].
Bias: The tendency of a learner to constantly learn the wrong thing.
Variance: The tendency of a learner to learn random things irrespective of the signal.
[1] A Few Useful Things to Know about Machine Learning by Pedro Domingos
Bias: The tendency of a learner to constantly learn the wrong thing.
Variance: The tendency of a learner to learn random things irrespective of the signal.
[1] A Few Useful Things to Know about Machine Learning by Pedro Domingos