Table 1 Average uncertainties of predictions for the test dataset within the DM and the SNDM models in the bootstrap and MC dropout approaches (as presented in Fig. 4).
From: Self-normalized density map (SNDM) for counting microbiological objects
Dishes with: | Bootstrap | MC dropout | ||
|---|---|---|---|---|
DM | SNDM | DM | SNDM | |
\(\le 50\) colonies | 1.26 | 0.80 | 2.38 | 1.31 |
\(>50\) colonies | 5.67 | 3.94 | 7.74 | 5.01 |
overall | 1.76 | 1.19 | 2.99 | 1.78 |