6.034 Artificial Intelligence - Recitations, fall 2004 online slides on learning

Next: Inducing Decision Trees Previous: Decision Tree Representation

When to Consider Decision Trees

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Instances describable by attribute-value pairs
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Target function is discrete valued
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High dimensional so k-nearest neighbors not very good
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Disjunctive hypothesis may be required
 
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Possibly noisy training data