cards/machine-learning/measurement/population-loss.md

3 Measures of Generalizability

#Model Selection #Generalizability

To measure the generalization, we define a generalization error, $$ \begin{align} \mathcal G = …

Empirical Loss

#Data #Model Selection

The loss calculated on all the data points