Oracle Machine Learning MSET-SPRT Algorithm

The Multivariate State Estimation Technique-Sequential Probability Ratio Test (MSET-SPRT) algorithm is a nonlinear, nonparametric anomaly detection technique for monitoring critical processes.

The DBMS_DATA_MINING.ALGO_MSET_SPRT algorithm detects subtle anomalies while producing minimal false alarms. It calibrates expected behavior from available, historical data of the normal operational sequence of monitored signals. It incorporates the learned behavior of the system into a persistent MSET-SPRT model. You can apply the model to new records to detect anomalous behavior.

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