Expected Test ErrorExcept for the unavoidable error because of Observation Noise, there are:Risk is decomposed into Bias and Variance when loss is Mean Squared Error:or generalized with Loss Function (integral of loss function). In other words, the expected loss of a predictor over the distribution of data.Risk UsagesRisk ManagementContingencyEmergencyRisk Taking