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Class NodeDistributionKind

The kind of distribution, such as a standard Probability or Experience table.

Hierarchy

  • NodeDistributionKind

Index

Properties

Static Experience

Experience: NodeDistributionKind = new NodeDistributionKind()

A distribution which contains experience for the node, used in online learning.

Once an experience table is combined with the probability of a discrete node, this creates a a Dirichlet distribution which can be used in online learning.

Static Fading

Fading: NodeDistributionKind = new NodeDistributionKind()

A table which contains fading values used in online learning. A value of 1 in the table represents no fading.

Fading can be used to decrease the importance of previous experience.

Static Probability

Probability: NodeDistributionKind = new NodeDistributionKind()

The standard kind of probability distribution found in Bayesian networks.