- LengthTimeLinearRegressionForecastStreamProcessor - Class in org.wso2.extension.siddhi.execution.timeseries
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Sample Query1 (time window, length window, nextX, y, x):
from InputStream#timeseries:lengthTimeOutlier(20 min, 20, x+2, y, x)
select *
insert into OutputStream;
- LengthTimeLinearRegressionForecastStreamProcessor() - Constructor for class org.wso2.extension.siddhi.execution.timeseries.LengthTimeLinearRegressionForecastStreamProcessor
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- LengthTimeLinearRegressionOutlierStreamProcessor - Class in org.wso2.extension.siddhi.execution.timeseries
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The outlier function takes in a dependent event stream (Y), an independent event stream (X)
and a user specified range for outliers, and
returns an output to indicate whether the current event is an outlier based on the regression equation
that fits historical data.
- LengthTimeLinearRegressionOutlierStreamProcessor() - Constructor for class org.wso2.extension.siddhi.execution.timeseries.LengthTimeLinearRegressionOutlierStreamProcessor
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- LengthTimeLinearRegressionStreamProcessor - Class in org.wso2.extension.siddhi.execution.timeseries
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This class performs linear regression.
- LengthTimeLinearRegressionStreamProcessor() - Constructor for class org.wso2.extension.siddhi.execution.timeseries.LengthTimeLinearRegressionStreamProcessor
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- LengthTimeMultipleLinearRegression - Class in org.wso2.extension.siddhi.execution.timeseries.linreg
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This class handles multiple linear regression in real time.
- LengthTimeMultipleLinearRegression(int, long, int, int, double) - Constructor for class org.wso2.extension.siddhi.execution.timeseries.linreg.LengthTimeMultipleLinearRegression
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This method calls the constructor of super class.
- LengthTimeRegressionCalculator - Class in org.wso2.extension.siddhi.execution.timeseries.linreg
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Abstract class for regression calculation.
- LengthTimeRegressionCalculator(int, long, int, int, double) - Constructor for class org.wso2.extension.siddhi.execution.timeseries.linreg.LengthTimeRegressionCalculator
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Constructor for LengthTimeRegressionCalculator.
- LengthTimeSimpleLinearRegressionCalculator - Class in org.wso2.extension.siddhi.execution.timeseries.linreg
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This class handles simple linear regression in real time.
- LengthTimeSimpleLinearRegressionCalculator(int, long, int, int, double) - Constructor for class org.wso2.extension.siddhi.execution.timeseries.linreg.LengthTimeSimpleLinearRegressionCalculator
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This method calls the constructor of super class.
- LinearRegressionForecastStreamProcessor - Class in org.wso2.extension.siddhi.execution.timeseries
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This class performs linear regression forecasting.
- LinearRegressionForecastStreamProcessor() - Constructor for class org.wso2.extension.siddhi.execution.timeseries.LinearRegressionForecastStreamProcessor
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- LinearRegressionOutlierStreamProcessor - Class in org.wso2.extension.siddhi.execution.timeseries
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The outlier function takes in a dependent event stream (Y), an independent event stream (X) and
a user specified range for outliers, and returns whether the current event is an outlier,
based on the regression equation that fits historical data.
- LinearRegressionOutlierStreamProcessor() - Constructor for class org.wso2.extension.siddhi.execution.timeseries.LinearRegressionOutlierStreamProcessor
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- LinearRegressionStreamProcessor - Class in org.wso2.extension.siddhi.execution.timeseries
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The methods supported by this function are
timeseries:regress(int/long/float/double y, int/long/float/double x1, int/long/float/double x2 ...)
and
timeseries:regress(int calcInterval, int batchSize, double confidenceInterval, int/long/float/double y,
int/long/float/double x1, int/long/float/double x2 ...).
- LinearRegressionStreamProcessor() - Constructor for class org.wso2.extension.siddhi.execution.timeseries.LinearRegressionStreamProcessor
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