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Monday, July 21, 2014

Bias and Variance

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