Sample Query1 (time window, length window, nextX, y, x):
from InputStream#timeseries:lengthTimeOutlier(20 min, 20, x+2, y, x)
select *
insert into OutputStream;
Sample Query2 (time window, length window, nextX, calculation interval, confidence interval, y, x):
from InputStream#timeseries:lengthTimeOutlier(20 min, 20, x+2, 2, 0.9, y, x)
select *
insert into OutputStream;
This class performs enables users to forecast future events using linear regression
Number of data points could be constrained using both time and length windows.