1/6/2023 0 Comments What is anomaly in databaseMachine learning techniques help automate the process of finding and handling outliers. These low-probability items or events are typically called outliers (although they’re also referred to as novelties in some contexts). In a nutshell, anomaly detection identifies unusual or unexpected patterns in datasets. Each time you get an email alerting you about some unusual login activity in one of your online accounts, you’re seeing the process of anomaly detection in action.Īnomaly detection plays a key role in making sure modern systems run smoothly and securely, covering many different fields and use cases such as fraud detection, system health monitoring, intrusion detection, fault detection, quality assurance, and data mining.
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