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improve multiclassification using AutoMLExperiment

Open LittleLittleCloud opened this issue 3 years ago • 4 comments

We are excited to review your PR.

So we can do the best job, please check:

  • [x] There's a descriptive title that will make sense to other developers some time from now.
  • [x] There's associated issues. All PR's should have issue(s) associated - unless a trivial self-evident change such as fixing a typo. You can use the format Fixes #nnnn in your description to cause GitHub to automatically close the issue(s) when your PR is merged.
  • [x] Your change description explains what the change does, why you chose your approach, and anything else that reviewers should know.
  • [x] You have included any necessary tests in the same PR.

LittleLittleCloud avatar Aug 02 '22 19:08 LittleLittleCloud

@LittleLittleCloud couple of questions, but it also looks like some tests are failing as well.

michaelgsharp avatar Aug 09 '22 20:08 michaelgsharp

Codecov Report

Merging #6270 (02c1c98) into main (61c347c) will increase coverage by 0.18%. The diff coverage is 28.57%.

@@            Coverage Diff             @@
##             main    #6270      +/-   ##
==========================================
+ Coverage   68.39%   68.58%   +0.18%     
==========================================
  Files        1144     1170      +26     
  Lines      244970   246892    +1922     
  Branches    25408    25666     +258     
==========================================
+ Hits       167551   169332    +1781     
- Misses      70764    70843      +79     
- Partials     6655     6717      +62     
Flag Coverage Δ
Debug 68.58% <28.57%> (+0.18%) :arrow_up:
production 63.06% <ø> (+0.21%) :arrow_up:
test 89.01% <28.57%> (+0.01%) :arrow_up:

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
test/Microsoft.ML.AutoML.Tests/AutoFitTests.cs 76.32% <28.57%> (-9.43%) :arrow_down:
...Microsoft.ML.TorchSharp/Utils/DefaultDictionary.cs 0.00% <0.00%> (-30.62%) :arrow_down:
...c/Microsoft.ML.FastTree/Utils/ThreadTaskManager.cs 79.48% <0.00%> (-20.52%) :arrow_down:
...luators/Metrics/MulticlassClassificationMetrics.cs 89.47% <0.00%> (-10.53%) :arrow_down:
test/Microsoft.ML.Tests/TextClassificationTests.cs 93.75% <0.00%> (-6.25%) :arrow_down:
src/Microsoft.ML.Data/TrainCatalog.cs 80.16% <0.00%> (-2.87%) :arrow_down:
test/Microsoft.ML.AutoML.Tests/DatasetUtil.cs 96.96% <0.00%> (-2.03%) :arrow_down:
.../Microsoft.ML.Vision/ImageClassificationTrainer.cs 92.13% <0.00%> (-0.12%) :arrow_down:
...ML.TorchSharp/NasBert/TextClassificationTrainer.cs 87.73% <0.00%> (-0.05%) :arrow_down:
... and 51 more

codecov[bot] avatar Aug 10 '22 19:08 codecov[bot]

/azp run

LittleLittleCloud avatar Aug 11 '22 01:08 LittleLittleCloud

Azure Pipelines successfully started running 2 pipeline(s).

azure-pipelines[bot] avatar Aug 11 '22 01:08 azure-pipelines[bot]

/azp run

LittleLittleCloud avatar Aug 15 '22 17:08 LittleLittleCloud

Azure Pipelines successfully started running 2 pipeline(s).

azure-pipelines[bot] avatar Aug 15 '22 17:08 azure-pipelines[bot]

/azp run

LittleLittleCloud avatar Aug 15 '22 19:08 LittleLittleCloud

Azure Pipelines successfully started running 2 pipeline(s).

azure-pipelines[bot] avatar Aug 15 '22 19:08 azure-pipelines[bot]

/azp run

LittleLittleCloud avatar Aug 15 '22 21:08 LittleLittleCloud

Azure Pipelines successfully started running 2 pipeline(s).

azure-pipelines[bot] avatar Aug 15 '22 21:08 azure-pipelines[bot]

/azp run

LittleLittleCloud avatar Aug 16 '22 17:08 LittleLittleCloud

Azure Pipelines successfully started running 2 pipeline(s).

azure-pipelines[bot] avatar Aug 16 '22 17:08 azure-pipelines[bot]

/azp run

LittleLittleCloud avatar Aug 17 '22 00:08 LittleLittleCloud

Azure Pipelines successfully started running 2 pipeline(s).

azure-pipelines[bot] avatar Aug 17 '22 00:08 azure-pipelines[bot]

/azp run

LittleLittleCloud avatar Aug 17 '22 16:08 LittleLittleCloud

Azure Pipelines successfully started running 2 pipeline(s).

azure-pipelines[bot] avatar Aug 17 '22 16:08 azure-pipelines[bot]