Property-based GLM test#427
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michaelweilsalesforce merged 12 commits intomasterfrom Oct 24, 2019
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michaelweilsalesforce
requested review from
Jauntbox,
gerashegalov,
leahmcguire,
tovbinm and
wsuchy
as code owners
Collaborator
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@michaelweilsalesforce please update PR description. also, is it ready for review? |
tovbinm
reviewed
Oct 19, 2019
| val stages = stagesLayer.map(_._1) | ||
| val (estimators, noFit) = stages.partition(_.isInstanceOf[Estimator[_]]) | ||
| val fitEstimators = estimators.map { case e: Estimator[_] => | ||
| println(e.getInputFeatures().toSeq) |
Contributor
Author
|
@Jauntbox These tests are actually painful for our runtime (~15-20 mins/ unit test) |
Collaborator
|
Builds will be killed if not output is produced for 10 minutes, so we can’t have an individual test take longer than that. |
Codecov Report
@@ Coverage Diff @@
## master #427 +/- ##
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+ Coverage 86.94% 86.96% +0.01%
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Files 337 337
Lines 11082 11083 +1
Branches 355 356 +1
==========================================
+ Hits 9635 9638 +3
+ Misses 1447 1445 -2
Continue to review full report at Codecov.
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leahmcguire
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Oct 24, 2019
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Related issues
Adding more Tests for our ML capabilities (TDD)
Describe the proposed solution
Property based tests to check each of our the Regression Models (Linear Regression, Random Forest, GLM) will be picked based on the nature of the data (and response) generated
Describe alternatives you've considered
Doing the same tests on one single dataset instead