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fix Permutation Importance error on standard scaler #2938

Merged
merged 3 commits into from
Oct 19, 2021
Merged

fix Permutation Importance error on standard scaler #2938

merged 3 commits into from
Oct 19, 2021

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bchen1116
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fix #2863

@bchen1116 bchen1116 self-assigned this Oct 19, 2021
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codecov bot commented Oct 19, 2021 •
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Codecov Report

Merging #2938 (5ef67a4) into main (6f8d37a) will increase coverage by 0.1%.
The diff coverage is 100.0%.

Impacted file tree graph

@@           Coverage Diff           @@
##            main   #2938     +/-   ##
=======================================
+ Coverage   99.7%   99.7%   +0.1%     
=======================================
  Files        302     302             
  Lines      28587   28593      +6     
=======================================
+ Hits       28494   28500      +6     
  Misses        93      93
Impacted Files Coverage Δ
...components/transformers/scalers/standard_scaler.py 100.0% <100.0%> (ø)
...understanding_tests/test_permutation_importance.py 100.0% <100.0%> (ø)

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bchen1116
bchen1116 commented Oct 19, 2021
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evalml/pipelines/components/transformers/scalers/standard_scaler.py
@@ -38,7 +38,7 @@ def transform(self, X, y=None):
pd.DataFrame: Transformed data.
"""
X = infer_feature_types(X)
X = X.ww.select_dtypes(exclude=["datetime"])
X = X.ww.select(exclude=["datetime"])
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Changed this to avoid the WoodworkNotInitError

freddyaboulton
freddyaboulton approved these changes Oct 19, 2021
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Looks good to me @bchen1116 ! Thank you

@bchen1116 bchen1116 merged commit 08601ea into main Oct 19, 2021
@chukarsten chukarsten mentioned this pull request Oct 27, 2021
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@freddyaboulton freddyaboulton deleted the bc_2863_permutation branch May 13, 2022 15:35
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@freddyaboulton freddyaboulton freddyaboulton approved these changes

@dsherry dsherry Awaiting requested review from dsherry

@angela97lin angela97lin Awaiting requested review from angela97lin

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Successfully merging this pull request may close these issues.

calculate_permutation_importance loses ww type
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@bchen1116 @freddyaboulton