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Rocchio Properties

  • Forms a simple generalization of the examples in each class (a prototype).

  • Prototype vector does not need to be averaged or otherwise normalized for length since cosine similarity is insensitive to vector length.

  • Classification is based on similarity to class prototypes.

  • Does not guarantee classifications are consistent with the given training data. 

                                                                                                                        Why not?

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