Table 4.
Model selection via different approaches on real data
OOA_B | OOA_M | OOA_S | |
---|---|---|---|
RF | 66.00% | 16.40% | 17.60% |
DL | 100.00% | 0.00% | 0.00% |
DLS | 100.00% | 0.00% | 0.00% |
Posterior of votes for RF (random forest) and posterior model probabilities for DL (only neural network) and DLS (neural network and sequential Monte Carlo together) are reported here via the real data.