salesforce / TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

https://transmogrif.ai

BSD 3-Clause "New" or "Revised" License

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Metadata changes for sensitive feature information #457

Closed MWYang closed 4 years ago

MWYang commented 4 years ago

Describe the proposed solution Adds a place in FeatureInsights to track information about sensitive feature information (detected by something like #456). OpVectorMetadata now has a constructor argument for a map from feature names to a new class, SensitiveFeatureInformation, which will then be read out correctly into FeatureInsights.

Additional context Merge this PR before merging #456.

codecov[bot] commented 4 years ago

Codecov Report

Merging #457 into master will not change coverage. The diff coverage is n/a.

@@           Coverage Diff           @@
##           master     #457   +/-   ##
=======================================
  Coverage   86.99%   86.99%           
=======================================
  Files         341      341           
  Lines       11475    11475           
  Branches      397      397           
=======================================
  Hits         9983     9983           
  Misses       1492     1492

Continue to review full report at Codecov.

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tovbinm commented 4 years ago

Congratulations @Jauntbox @MWYang!! This PR took code coverage to new all time high 87%!!!! 👍

salesforce-cla[bot] commented 3 years ago

Thanks for the contribution! It looks like @MWYang is an internal user so signing the CLA is not required. However, we need to confirm this.