ConditionalDeseasonalizer¶
-
class
sktime.transformations.series.detrend.
ConditionalDeseasonalizer
(seasonality_test=None, sp=1, model='additive')[source]¶ A transformer that removes a seasonal and trend components from time series, conditional on seasonality test.
- Parameters
seasonality_test (callable, optional (default=None)) – Callable that tests for seasonality and returns True when data is seasonal and False otherwise. If None, 90% autocorrelation seasonality test is used.
sp (int, optional (default=1)) – Seasonal periodicity
model (str {"additive", "multiplicative"}, optional (default="additive")) – Model to use for estimating seasonal component