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Clean FeatureContributionCalculation and PermutationFeatureImportance #2966

merged 7 commits into from Mar 19, 2019


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artidoro commented Mar 14, 2019

Fixes #2965.

In this PR:

  1. I move and rename the extension MlContext.Model.Explainability.FeatureContributionCalculation to MlContext.Transforms.CalculateFeatureContribution.

  2. I also remove the MlContext.Model.Explainability catalog.

  3. Clean up the FeatureContributionCalculation extension

  4. Clean up PFI extensions

@artidoro artidoro added the api label Mar 14, 2019

@artidoro artidoro added this to the 0319 milestone Mar 14, 2019

@artidoro artidoro self-assigned this Mar 14, 2019

@artidoro artidoro changed the title Move FeatureContributionCalculation Move and scrubb FeatureContributionCalculation Mar 14, 2019

@artidoro artidoro changed the title Move and scrubb FeatureContributionCalculation Move and clean FeatureContributionCalculation Mar 14, 2019

@artidoro artidoro changed the title Move and clean FeatureContributionCalculation Clean FeatureContributionCalculation and PermutationFeatureImportance Mar 14, 2019


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rogancarr commented Mar 15, 2019

Looking good! Just a few questions / comments. #Resolved

@artidoro artidoro force-pushed the artidoro:explainability branch from 574925e to ccf8fdd Mar 18, 2019


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codecov bot commented Mar 18, 2019

Codecov Report

❗️ No coverage uploaded for pull request base (master@0831865). Click here to learn what that means.
The diff coverage is 96.49%.

@@            Coverage Diff            @@
##             master    #2966   +/-   ##
  Coverage          ?   72.35%           
  Files             ?      803           
  Lines             ?   143295           
  Branches          ?    16155           
  Hits              ?   103682           
  Misses            ?    35189           
  Partials          ?     4424
Flag Coverage Δ
#Debug 72.35% <96.49%> (?)
#production 68.07% <93.1%> (?)
#test 88.52% <100%> (?)
Impacted Files Coverage Δ
.../Microsoft.ML.Data/Model/ModelOperationsCatalog.cs 97.27% <ø> (ø)
...ansforms/PermutationFeatureImportanceExtensions.cs 97.93% <100%> (ø) 100% <100%> (ø)
...rosoft.ML.Data/Transforms/ExplainabilityCatalog.cs 100% <100%> (ø)
...est/Microsoft.ML.Tests/FeatureContributionTests.cs 98.55% <100%> (ø)
...forms/FeatureContributionCalculationTransformer.cs 73.55% <81.81%> (ø)

@artidoro artidoro requested a review from rogancarr Mar 18, 2019

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@artidoro artidoro merged commit 1a89468 into dotnet:master Mar 19, 2019

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MachineLearning-CodeCoverage in progress
MachineLearning-CI #20190319.5 succeeded
license/cla All CLA requirements met.
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