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[ENH] Outliers: Save model into compute_value#4372

Merged
PrimozGodec merged 3 commits intobiolab:masterfrom
VesnaT:outliers_apply_domain
Jan 31, 2020
Merged

[ENH] Outliers: Save model into compute_value#4372
PrimozGodec merged 3 commits intobiolab:masterfrom
VesnaT:outliers_apply_domain

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@VesnaT
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@VesnaT VesnaT commented Jan 28, 2020

Issue

Outlier widget could be used for novelty detection using the Apply Domain widget.

Description of changes
  • invoking model's call operator now returns original dataset, appended an Outlier meta variable
  • save fitted model into the Outlier variable compute_value
  • the data output of Outliers widget can be used as a template data for Apply Domain widget
  • fix EllipticEnvelopeClassifier for dataset with missing values
Includes
  • Code changes
  • Tests
  • Documentation

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codecov bot commented Jan 28, 2020

Codecov Report

Merging #4372 into master will increase coverage by <.01%.
The diff coverage is 95.15%.

@@            Coverage Diff             @@
##           master    #4372      +/-   ##
==========================================
+ Coverage   87.13%   87.13%   +<.01%     
==========================================
  Files         399      399              
  Lines       72901    72960      +59     
==========================================
+ Hits        63521    63577      +56     
- Misses       9380     9383       +3

@VesnaT VesnaT force-pushed the outliers_apply_domain branch from 7e2f561 to 4873747 Compare January 29, 2020 06:58
@VesnaT VesnaT force-pushed the outliers_apply_domain branch from 4873747 to 16cac60 Compare January 29, 2020 09:10
@PrimozGodec PrimozGodec merged commit 486f8f6 into biolab:master Jan 31, 2020
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2 participants