Evaluation of a Modified Parzen Classifier in High Dimensional Spaces

@inproceedings{Muto2000EvaluationOA,
  title={Evaluation of a Modified Parzen Classifier in High Dimensional Spaces},
  author={Yoshihiko Muto and Hirokazu Nagase and Yoshihiko Hamamoto},
  booktitle={ICPR},
  year={2000}
}
In this paper, we discuss the performance of the Parzen classifier designed by Toeplitz and bootstrap techniques in high-dimensional spaces. Our primary interest is in ‘‘the curse of dimensionality”, which severely restricts the practical application of nonparametric procedures. 

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