Closed leahmcguire closed 5 years ago
Is there a way to test it? Should a user be able to disable it if needed?
Merging #424 into master will decrease coverage by
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@@ Coverage Diff @@
## master #424 +/- ##
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- Coverage 86.99% 86.95% -0.04%
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Files 337 337
Lines 11078 11078
Branches 369 597 +228
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- Hits 9637 9633 -4
- Misses 1441 1445 +4
Impacted Files | Coverage Δ | |
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...op/stages/impl/tuning/OpTrainValidationSplit.scala | 100% <ø> (ø) |
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...orce/op/stages/impl/tuning/OpCrossValidation.scala | 97.95% <ø> (ø) |
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...cala/com/salesforce/op/cli/gen/ProblemSchema.scala | 91.37% <0%> (-5.18%) |
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...in/scala/com/salesforce/op/cli/gen/AvroField.scala | 74.35% <0%> (-2.57%) |
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You disable by not having a splitter. And it is not really testable in our current config since it was a bug in the internals of the validation model selection which may or may not effect which model wins but would not effect the final trained model since the selected model did have this stage applied correctly
Oh this is what I was looking in #246 but then it turned out a non-issue in my investigation. We need indeed this covered by tests (re @tovbinm) given the splitter lifecycle issues we have faced.
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