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Outlier (also known as anomaly) detection technology is widely applied to many areas, such as diagnosing diseases, evaluating credit, and investigating cybercrime.
Evaluating credit risk, after all, is part of a banker's trade: they should know better than insurers how likely a borrower is to default.
Machine-learning algorithms enable companies to realize new efficiencies for tasks from evaluating credit for loan applications to scanning legal contracts for errors.
Evaluating credit quality is as crucial as ever in this area.
In the traditional banking system, the bank makes loan decisions and is in charge of collecting and evaluating credit information.
The results suggest that various hybrid approaches have been developed and have become an increasingly potential tool in evaluating credit scores.
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To measure that maximized research impact, we and others are already developing new OA metrics for monitoring, analyzing, evaluating, crediting and rewarding research productivity and progress [18], [36], [38], [43] [52].
"We always documented income, we always evaluated credit.
If the SEC truly thought it could evaluate credit, it would do the job itself.
"Traditional ways to evaluate credit didn't exist on half of them," he recalls.
"One reason is the potential risk, but they also don't have the skills to evaluate credit".
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