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ML Academy

Introduced on day 4

p-value

The probability, computed assuming the null hypothesis and the model are true, of data at least as extreme as those observed.

In detail

It measures how surprising the data are under the null model. It is not the probability that the null is true, and it does not measure the size or importance of an effect. Under the null, p-values are uniformly distributed.