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Develop#113

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sandervh14 merged 86 commits intomasterfrom
develop
Oct 5, 2021
Merged

Develop#113
sandervh14 merged 86 commits intomasterfrom
develop

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@sborms
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@sborms sborms commented Oct 4, 2021

Push all new developments to master in preparation of release of Cobra v1.1.0.

All commits from master are already in develop, so it is clean.

Sander Vanden Hautte and others added 30 commits August 11, 2021 14:53
Bugfix for #66: preprocessor creation via from_params(model_type="reg…
…ar-regression

Issue #75 PIGs for linear regression
Bugfix for #66: from_params() and from_pipeline() make a wrong call t…
…lection

univariate preselection based on RMSE, added new unit testing
…rward-selection

Issue #69 #70 models & forward selection
…r - linear regression model does not have TWO columns).
…rward-selection

Fixing model scoring problem
…tter" comparison when selecting best model.
sborms and others added 26 commits September 30, 2021 14:45
exaggeration of avg_target differences if differences across bins and vs global avg target is small (issue #32).
update docs params & HTML generation
@sborms sborms requested a review from sandervh14 October 4, 2021 16:19
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Quickly went over this, we reviewed a lot already in detail in the issues we solved.
It's fine, GO.
If there would be minor bugs left, I'll notice them when validating on the industrial case Thursday morning.

@sandervh14 sandervh14 added this to the v1.1.0 milestone Oct 5, 2021
@sandervh14 sandervh14 merged commit 16342ab into master Oct 5, 2021
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3 participants