Online EM Adaptation

The Online EM adaptation algorithm in HUGIN is an adaptation algorithm which - like the regular adaptation algorithm serves to update the conditional probability distribution in the light of inserted and propagated evidence (i.e., experience).

Find more details on how Online EM Adaptation works by turning the HUGIN C API Help Manual localized in the folder where you installed HUGIN.

The Online EM adaptation algorithm implemented in HUGIN is developed by O. Cappe and E. Moulines(2009).

Configuration Parameters Configuration parameters for Online EM Adaptation are found in the Network Properties Pane under the Online EM Adaptation tab.

Figure 1: Configuration parameters for Online EM Adaptation.