Improve RegressionExpeirment using AutoMLExperiment #6338
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LittleLittleCloud
changed the title
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Additional details and impacted files@@ Coverage Diff @@
## main #6338 +/- ##
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+ Coverage 68.56% 68.64% +0.08%
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Files 1171 1171
Lines 247736 247964 +228
Branches 25733 25738 +5
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+ Hits 169858 170214 +356
+ Misses 71115 71008 -107
+ Partials 6763 6742 -21
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| [InlineData("en-US")] | ||
| [InlineData("ar-SA")] | ||
| [InlineData("pl-PL")] | ||
| public void AutoFitRegressionTest(string culture) |
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We no longer using SMac Sweeper in regression, so we can just remove this test.
tarekgh
reviewed
Sep 29, 2022
| @@ -159,7 +159,7 @@ public override ExperimentResult<MulticlassClassificationMetrics> Execute(IDataV | |||
| // split cross validation result according to sample key as well. | |||
| if (rowCount < crossValRowCountThreshold) | |||
| { | |||
| const int numCrossValFolds = 10; | |||
| int numCrossValFolds = 10; | |||
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why you have removed the const?
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There's no specific reason of doing that. I just feel like there's no need to mark this numCrossValFolds as const.
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why you have a variable in the first place then? I mean why you don't just call the method and passing 10?
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I didn't notice that,, fixed and Resolved
tarekgh
reviewed
Sep 29, 2022
| // Else, run experiment using train-validate split. | ||
| const int crossValRowCountThreshold = 15000; | ||
| var rowCount = DatasetDimensionsUtil.CountRows(trainData, crossValRowCountThreshold); | ||
| // TODO |
tarekgh
approved these changes
Sep 29, 2022
tarekgh
reviewed
Sep 29, 2022
| @@ -159,8 +159,7 @@ public override ExperimentResult<MulticlassClassificationMetrics> Execute(IDataV | |||
| // split cross validation result according to sample key as well. | |||
| if (rowCount < crossValRowCountThreshold) | |||
| { | |||
| const int numCrossValFolds = 10; | |||
| _experiment.SetDataset(trainData, numCrossValFolds); | |||
| _experiment.SetDataset(trainData, 10); | |||
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nit: you may add the parameter name before 10 for code readability :-)
ghost
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We are excited to review your PR.
So we can do the best job, please check:
There's a descriptive title that will make sense to other developers some time from now.
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 #nnnnin your description to cause GitHub to automatically close the issue(s) when your PR is merged.Your change description explains what the change does, why you chose your approach, and anything else that reviewers should know.
You have included any necessary tests in the same PR.
AutoML.Net improvements tracking down list #6145
Update or deprecate AutoML 1.x APIs #6532