masking.py File Reference

Go to the source code of this file.

Classes
class	fosanalysis.preprocessing.masking.AnomalyMasker
	Abstract class for anomaly identification. More...
class	fosanalysis.preprocessing.masking.GTM
	The geometric threshold method (GTM) identifies SRAs by comparing the strain increments to a threshold. More...
class	fosanalysis.preprocessing.masking.ModifiedZscoreDetection
	Class for the modified z-score approach for spike detection. More...
class	fosanalysis.preprocessing.masking.OSCP
	Class for outlier detection an cancellation based on the outlier specific correction procedure (OSCP) as originally presented in [7] and [8]. More...
class	fosanalysis.preprocessing.masking.SlidingModifiedZscore
	Class that calculates the modified zscore over a moving window. More...
class	fosanalysis.preprocessing.masking.WhitakerAndHayes
	The Whitaker & Hayes algorithm uses the high intensity and small width of spikes. More...
class	fosanalysis.preprocessing.masking.ZscoreOutlierDetection
	Class for the standard z-score approach for spike detection. More...
class	fosanalysis.preprocessing.masking.ZSOD
	Abstract base class for outlier detection by different kinds of z-scores. More...

Namespaces
namespace	fosanalysis
	Central package of fosanalysis.
namespace	fosanalysis.preprocessing
	Contains modules for data preprocessing, like:
namespace	fosanalysis.preprocessing.masking
	Contains class implementations to remove implausible values from strain data.