/clustering-adaptative-method

Adaptative method for do clustering uknowing the number of centers.

Primary LanguageJupyter NotebookMIT LicenseMIT

Clustering adaptative method

Adaptative method to do clustering whitout defining the numbers of centers previously.

Advantages:

  • It is usefull when the number of classes is not known in advance (unknown number of clusters).
  • Simplicity and efficiency

Disadvantages

  • Dependency on the presentation order ( biased behavirous by the ordering pattern presentation).
  • Compact cluster are assumed, clearly separated each other.
  • Not work well in presence of noise.