This operator searches for anomalies on the base of the standard-deviation. First input port: data, second input port: deviation information.
#PARSER PQL #ADDQUERY /// Use the online training mode to learn the mean and the standard deviation deviationLearner = DEVIATIONLEARN({ trainingmode = 'ONLINE', nameofparameter = 'temp' }, System.manual ) /// Compare the current tuple with the learned values deviationAnalysis = DEVIATIONANOMALYDETECTION({ interval = 3.0, nameofparameter = 'temp' }, 1:deviationLearner, 0:deviationLearner ) |