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[FIX] impute: Remove class vars from input data for ReplaceUnknownsModel#5083

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janezd merged 1 commit intobiolab:masterfrom
ales-erjavec:fixes/model-impute-no-backmap
Nov 13, 2020
Merged

[FIX] impute: Remove class vars from input data for ReplaceUnknownsModel#5083
janezd merged 1 commit intobiolab:masterfrom
ales-erjavec:fixes/model-impute-no-backmap

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@ales-erjavec ales-erjavec commented Nov 11, 2020

Issue

impute.Model does not work on input dataset with class_vars since gh-3925 due to error raised by backmapping.

import Orange
from Orange.modelling import ConstantLearner
from Orange.preprocess import impute

data = Orange.data.Table("brown-selected")
impvar = impute.Model(ConstantLearner())(data, data.domain[0])
impvar.compute_value(data)
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/Users/aleserjavec/Documents/workspace/orange3/Orange/preprocess/impute.py", line 175, in __call__
    predicted = self.model(data[mask])
  File "/Users/aleserjavec/Documents/workspace/orange3/Orange/base.py", line 437, in __call__
    backmappers, n_values = self.get_backmappers(data)
  File "/Users/aleserjavec/Documents/workspace/orange3/Orange/base.py", line 248, in get_backmappers
    f"Model for '{modelclass.name}' "
Orange.data.table.DomainTransformationError: Model for 'alpha 0' cannot predict 'function'
Description of changes

Remove class vars from input data for ReplaceUnknownsModel

Includes
  • Code changes
  • Tests
  • Documentation

`ReplaceUnknownsModel` did not work on input dataset with `class_vars`
since biolabgh-3925 due to error raised by backmapping.
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codecov bot commented Nov 11, 2020

Codecov Report

Merging #5083 (d061f53) into master (29e992f) will increase coverage by 0.00%.
The diff coverage is 100.00%.

@@           Coverage Diff           @@
##           master    #5083   +/-   ##
=======================================
  Coverage   84.74%   84.74%           
=======================================
  Files         286      286           
  Lines       60036    60037    +1     
=======================================
+ Hits        50876    50878    +2     
+ Misses       9160     9159    -1     

@janezd janezd self-assigned this Nov 13, 2020
@janezd janezd merged commit 838e5fa into biolab:master Nov 13, 2020
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3 participants