Least squares fitting for different sizes of N
. The variance σ
2 plotted against 1/N
, where N
is the number of test (holdout) samples used. The solid lines are the least squares fittings of the simulated average values for 1/N
. The dashed lines are produced by means of the analytical result in Eq. (2).