Oracle Corporation
Method and system for adaptively removing outliers from data used in training of predictive models

Abstract:

Described is an improved approach to remove data outliers by filtering out data correlated to detrimental events within a system. One or more detrimental even conditions are defined to identify and handle abnormal transient states from collected data for a monitored system.