7. As outlined in Example 10.7, define a code for describing decision trees. Make sure that each...
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7. As outlined in Example 10.7, define a code for describing decision trees. Make sure that each code corresponds to a decision tree (for every sufficiently long sequence of bits, the initial segment of the sequence will describe a unique decision tree), and each decision tree has a code.
How does this code translate into a prior distribution on trees? In particular, how much does the likelihood of introducing a new split have to increase to offset the reduction in prior probability of the split (assuming that smaller trees are easier to describe than large trees in your code)?
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Artificial Intelligence Foundations Of Computational Agents
ISBN: 9781107195394
2nd Edition
Authors: David L. Poole, Alan K. Mackworth
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