There are many life issues are "binary classification", for example: should approve or reject the loan application? Credit card or not? Whether suffering from a disease? Does the factory product is defective? Covers the scope, and across all walks of life. AI binary classifier performance, and can by classification (prediction) and the gap between actual results to assess the situation
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