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n |
Decision trees
can express any function of the input attributes.
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n |
E.g., for Boolean
functions, truth table row → path to leaf:
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n |
Trivially, there
is a consistent decision tree for any training set with
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one path to leaf
for each example (unless f nondeterministic in x) but
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it probably won't
generalize to new examples
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n |
Prefer to find
more compact decision trees
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