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Statistical classification is the problem of identifying the sub-population to which new observations belong, where the identity of the sub-population is unknown, on the basis of a training set of data containing observations whose sub-population is known. Therefore these classifications will show a variable behavior which can be studied by statistics.

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Intuition about f1 score

Let's say I have a data set where half of the data points are labelled as positive and half are labelled as negative. My task is to create a classifier which recognises when a sample from the dataset …
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