$2.$In the bias$-$variance trade$-$off analysis, which term do we decompose?

a$.$ The generalization error that is measured by squared loss.

b$.$ The training error that is measured by squared loss.

c$.$ The generalization error that is measured by any loss.

d$.$ The test error that is measured by squared loss.