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A decision shrub is a version of a decision tree where each node in the tree-graph must be able to link back to itself.
Example of a decision shrub
A<--⸜ / \ | / \ \ ⸝-->B C \ | / \ / \ \ \ / | | \ / D E-->F--->G
Here, all nodes can link back to themselves (paths go down unless specified otherwise).