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improve multiclassification using AutoMLExperiment
We are excited to review your PR.
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Fixes #nnnnin 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 couple of questions, but it also looks like some tests are failing as well.
Codecov Report
Merging #6270 (02c1c98) into main (61c347c) will increase coverage by
0.18%. The diff coverage is28.57%.
@@ 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%) |
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| production | 63.06% <ø> (+0.21%) |
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| test | 89.01% <28.57%> (+0.01%) |
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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%) |
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| ...Microsoft.ML.TorchSharp/Utils/DefaultDictionary.cs | 0.00% <0.00%> (-30.62%) |
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| ...c/Microsoft.ML.FastTree/Utils/ThreadTaskManager.cs | 79.48% <0.00%> (-20.52%) |
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| ...luators/Metrics/MulticlassClassificationMetrics.cs | 89.47% <0.00%> (-10.53%) |
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| test/Microsoft.ML.Tests/TextClassificationTests.cs | 93.75% <0.00%> (-6.25%) |
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| src/Microsoft.ML.Data/TrainCatalog.cs | 80.16% <0.00%> (-2.87%) |
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| test/Microsoft.ML.AutoML.Tests/DatasetUtil.cs | 96.96% <0.00%> (-2.03%) |
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| .../Microsoft.ML.Vision/ImageClassificationTrainer.cs | 92.13% <0.00%> (-0.12%) |
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| ...ML.TorchSharp/NasBert/TextClassificationTrainer.cs | 87.73% <0.00%> (-0.05%) |
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| ... and 51 more |
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