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@andrewdalpino andrewdalpino released this 30 Jul 19:52
· 153 commits to master since this release
2.1.0
42852b3

Big thanks to @torchello and @DrDub for their huge contributions to this release!

  • Added Probabilistic Metric interface
  • Added Probabilistic and Top K Accuracy
  • Added Brier Score Probabilistic Metric
  • Export Decision Tree-based models in Graphviz "dot" format
  • Added Graphviz helper class
  • Graph subsystem memory and storage optimizations

Warning: This release contains changes to the Graph subsystem which breaks backward compatibility for all Decision tree-based learners that were saved with a previous version. Classification Tree, Extra Tree Classifiers, Random Forests, LogitBoost, Adaboost, Regression Tree, Extra Tree Regressor, and Gradient Boost are all affected.

Note: Moving forward, we will only release changes that break the backward compatibility of saved objects in a major release unless they are part of a bug fix. See https://docs.rubixml.com/2.0/model-persistence.html#caveats for an explanation as to why saved objects are not as straightforward to maintain backward compatibility as the API.

Contributors

DrDub and torchello
Assets 2
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