Figure 5. Box plots summarizing the inference errors without and with averaging for.
(a) Sontag et al.’s33 method ; (b)
-min with noise magnitude given
, (c)
-min with noise magnitude underestimated as 10% the actual
, and (d)
-min with noise magnitude overestimated as 10 times the actual
. The inference error was reduced by 105 times when using the
-min approach (21, 22), compared to Sontag et al.’s33 method. Averaging further reduced inference error by at least 30% in all cases (p-values of the paired t-tests consistently were below 0.0282).