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0.2.0

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@andrewdalpino andrewdalpino released this 13 Sep 19:10
· 963 commits to master since this release
a0ce91d
  • Add Recursive Feature Eliminator feature selector
  • Can now disable holdout validation in MLP learners
  • TF-IDF Transformer additive (Laplace) smoothing now variable
  • Added instability detection to gradient-based learners
  • Gradient Boost validation set holdout can now be 0
  • Specifications now extend base class
  • Rename Dataset validate argument to verify
  • Ball Tree Cluster nodes are now called Cliques
  • ITree cells are now called Depth nodes
  • Added Dataset join() method and deprecated augment()
  • Added score() method to Ranking API and deprecated rank()
  • Renamed Radius Neighbors anomalyClass to outlierClass
  • HTML Stripper can now allow user-specified tags
  • Sparse Random Projector now has variable sparsity
  • Deprecated Dense Random Projector transformer

Note: This update includes changes to class definitions which may break previously persisted models if upgraded. See the caveats section of the persistence documentation for more info.