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@gerashegalov gerashegalov released this Sep 12, 2019 · 23 commits to master since this release

Bug fixes:

  • Ensure correct metrics despite model failures on some CV folds #404
  • Fix flaky ModelInsight tests #395
  • Avoid creating SparseVectors for LOCO #377

New features / updates:

  • Model combiner #385
  • Added new sample for HousingPrices #365
  • Test to verify that custom metrics appear in model insight metrics #387
  • Add FeatureDistribution to SerializationFormats #383
  • Add metadata to OpStandadrdScaler to allow for descaling #378
  • Improve json serde error in evalMetFromJson #380
  • Track mean & standard deviation as metrics for numeric features and for text length of text features #354
  • Making model selectors robust to failing models #372
  • Use compact and compressed model json by default #375
  • Descale feature contribution for Linear Regression & Logistic Regression #345

Dependency updates:

  • Update tika version #382
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