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dbscan_1.1-0

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@mhahsler mhahsler released this 19 Mar 11:50
· 174 commits to master since this release

New Features

  • HDBSCAN was added.
  • extractFOSC (optimal selection of clusters for HDBSCAN) was added.
  • GLOSH outlier score was added.
  • hullplot uses now filled polygons as the default.
  • hullplot now used PCA if the data has more than 2 dimensions.
  • Added NN superclass for kNN and frNN with plot and with adjacencylist().
  • Added shared nearest neighbor clustering as sNNclust() and sNN to calculate
    the number of shared nearest neighbors.
  • Added pointdensity function.
  • Unsorted kNN and frNN can now be sorted using sort().
  • kNN and frNN now also accept kNN and frNN objects, respectively. This can
    be used to create a new kNN (frNN) with a reduced k or eps.
  • Datasets added: DS3 and moon.

Interface Changes

  • Improved interface for dbscan() and optics(): ... it now passed on to frNN.
  • OPTICS clustering extraction methods are now called extractDBSCAN and
    extractXi.
  • kNN and frNN are now objects with a print function.
  • dbscan now also accepts a frNN object as input.
  • jpclust and sNNclust now return a list instead of just the
    cluster assignments.