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In classification tasks, when there is an important class ( e . g . , buyers, those who committed tax fraud, etc. ) , we

In classification tasks, when there is an important class (e.g., buyers, those who committed tax fraud, etc.), we are generally willing to tolerate greater overall error, in return for better identifying the important class.
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