Monitor | Display
Monitor Pane's Contextual Menu
Renamed Feature: Compressions
This option was previously called Likelihood and Uncertainty Variations.
This feature allows you getting two additional metrics in the upper part of the monitor panel.
This metric measures the relative number of bits that are saved by using the current networkvs the straw model for representing the set of evidence .
is the Log-Loss for the set of evidence with the straw model
is the Log-Loss Gain associated with the set of evidence with respect to the straw model
This metric measures how the current set of evidence allows reducing the uncertainty of the posterior distributions of the unobserved variables , with the current network vs the straw model .
is the set of unobserved variables ,
is the marginal entropy of ,
is the conditional entropy of given ,
the set of evidence andis the Mutual Information between