Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Binary classification is the task of classifying the members of a given set of objects into two groups on the basis of whether they have some property or not. Some typical binary classification tasks are, medical testing to determine if a patient has certain disease or not (the classification property is the disease).

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