Expected Log-Loss
Context
Furthermore, one of the key metrics in Information Theory is Entropy:
where
Usage
To illustrate these concepts, we use the familiar Visit Asia network:
In BayesiaLab, the Expected Log-Loss values can be shown in the context of the Monitors.
Monitors
On the left, the Monitors of the two nodes show their marginal distributions.
Visual Illustration
Monitor Tooltip
Instead of replacing the states' probabilities with the Expected Log-Loss values in a Monitor, you can bring up the Expected Log-Loss values ad hoc as a Tooltip.
Then, when you hover over any Monitor with your cursor, a Tooltip shows the Expected Log-Loss values.
Workflow Animation
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