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A metric is a function that outputs a distance between 2 elements of a set & meets certain strict criteria (some 'distance' functions are not metrics).

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Metric with an uneven distribution of classes

I have a binary classification problem. There is 70 percent examples of first class and 30 percent of second one. I have only features matrix and labels. There is no any additional information about …
Ivan Tolkachev's user avatar