Using kNN model for automatic text categorization

@article{Guo2006UsingKM,
  title={Using kNN model for automatic text categorization},
  author={Gongde Guo and Hui Wang and David A. Bell and Yaxin Bi and Kieran Greer},
  journal={Soft Comput.},
  year={2006},
  volume={10},
  pages={423-430}
}
An investigation is conducted on two well-known similarity-based learning approaches to text categorization: the k-nearest neighbors (kNN) classifier and the Rocchio classifier.After identifying the weakness and strength of each technique, a new classifier called the kNN model-based classifier (kNN Model) is proposed. It combines the strength of both kNN… CONTINUE READING

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