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Issue #69 #70 models & forward selection#92

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sandervh14 merged 4 commits intodevelopfrom
issue-#69-#70-models-forward-selection
Aug 13, 2021
Merged

Issue #69 #70 models & forward selection#92
sandervh14 merged 4 commits intodevelopfrom
issue-#69-#70-models-forward-selection

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@sborms
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@sborms sborms commented Aug 13, 2021

Story Title

Add linear regression to model structure & account for it in forward feature selection

Changes made

  • created new model class LinearRegressionModel
  • added model_type as parameter to ForwardFeatureSelection which then picks the right model class (saved as self.MLModel)
  • in test_models.py and test_forward_selection.py I modified the tests to check both the classification and regression case

Linked issues

Resolves #69
Resolves #70

@sborms sborms requested a review from sandervh14 August 13, 2021 12:39
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Wow, that was a LOT of work. Impressive. :-o
Code looks good, reviewed unit tests a bit less, need to look into mocking again some time after the holiday.

@sandervh14 sandervh14 merged commit 24a9cf3 into develop Aug 13, 2021
@sandervh14 sandervh14 deleted the issue-#69-#70-models-forward-selection branch August 13, 2021 22:28
This was linked to issues Aug 13, 2021
@sandervh14 sandervh14 removed a link to an issue Sep 3, 2021
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@sandervh14 sandervh14 linked an issue Sep 3, 2021 that may be closed by this pull request
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@sandervh14 sandervh14 restored the issue-#69-#70-models-forward-selection branch September 3, 2021 11:55
@sandervh14 sandervh14 removed a link to an issue Sep 3, 2021
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Model_building - forward_selection

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