Simple Log Service provides machine learning functions for data preprocessing, feature engineering, model training, evaluation, and prediction. The following table lists commonly used machine learning functions and their applications.
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SQL function |
Description |
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Classification models identify system object classes, such as detecting attack requests and recognizing relationships between elements. |
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Before implementing load balancing in a distributed system, you must accurately measure the load balancing degree. |
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Anomaly detection automatically identifies abnormal states and their root causes in service systems. It evaluates whether metric changes deviate from normal patterns using machine learning techniques. |