solitude 1.1.3 Unreleased

  • adds support to sparse matrix input in the form of dgCMatrix

solitude 1.1.1 2020-09-17

  • fit gives a message when input dataset has duplicate and does not throw an error

solitude 1.1.0 Unreleased

  • fit exposes max_depth parameter with default value of ceiling(log_2(sample_size))
  • path length extension is not done anymore (Thanks to karthi1870)
  • ranger’s forest object is now public
  • fit checks for duplicates in the input dataset

solitude 1.0.1 2020-07-07

  • finalized on the API
  • isolationForest object no longer calculates and stores anomaly scores on training data. Use predict method for this.
  • mtry is no longer exposed
  • version 1.0.0 was a faulty release, do not use it

solitude 0.2.1 2019-12-07

  • added ‘mtry’ argument for isolationForest method
  • minor optimizations in ‘terminalNodesDepth’ function

solitude 0.2.0 2019-08-24

  • Changes in API: isolationForest is now a R6 class with new(), fit() and predict() methods.
  • Exported terminalNodesDepth function to obtain the depth of terminal nodes of all trees in a ranger forest.

solitude 0.1.3 2019-06-05