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Fix duplicates in metalearning #833

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Merged
merged 2 commits into from
Apr 16, 2020
Merged

Fix duplicates in metalearning #833

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29cbeb4
remove duplicates
KEggensperger Apr 16, 2020
8a0c333
Merge branch 'development' into FIX_duplicates_in_metalearning
KEggensperger Apr 16, 2020
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5 changes: 1 addition & 4 deletions autosklearn/metalearning/metalearning/meta_base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -59,12 +59,9 @@ def add_dataset(self, name, metafeatures):
data_ = {mf.name: mf.value for mf in metafeatures.metafeature_values.values()}
metafeatures = pd.Series(name=name, data=data_)
if name in self.metafeatures.index:
new_name = name + '_ASKL-metadata'
self.logger.warning(
'Dataset %s already in meta-data. Renaming old occurence of the '
'dataset to %s.', name, new_name,
'Dataset %s already in meta-data. Removing occurence.', name
)
self.metafeatures.loc[new_name] = self.metafeatures.loc[name]
self.metafeatures.drop(name, inplace=True)
self.metafeatures = self.metafeatures.append(metafeatures)

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