Update autosklearn/pipeline/components/data_preprocessing/categorical_encoding/encoding.py

eddiebergman · mfeurer · web-flow · commit 194d8fa8416d · 2021-11-30T10:49:56.000+01:00
Co-authored-by: Matthias Feurer &lt;feurerm@informatik.uni-freiburg.de&gt;
diff --git a/autosklearn/pipeline/components/data_preprocessing/categorical_encoding/encoding.py b/autosklearn/pipeline/components/data_preprocessing/categorical_encoding/encoding.py
@@ -29,7 +29,7 @@ def fit(self, X: PIPELINE_DATA_DTYPE,
             self.preprocessor.fit(X, y)
             return self
         else:
-            # TODO spare_encoding of negative labels
+            # TODO sparse_encoding of negative labels
             #
             #   The next step in the pipeline relies on positive labels
             #   Given a categorical column [[0], [-1]], the next step will fail

Original file line number	Diff line number	Diff line change
`@@ -29,7 +29,7 @@ def fit(self, X: PIPELINE_DATA_DTYPE,`
`29`	`29`	`self.preprocessor.fit(X, y)`
`30`	`30`	`return self`
`31`	`31`	`else:`
`32`		`- # TODO spare_encoding of negative labels`
	`32`	`+ # TODO sparse_encoding of negative labels`
`33`	`33`	`#`
`34`	`34`	`# The next step in the pipeline relies on positive labels`
`35`	`35`	`# Given a categorical column [[0], [-1]], the next step will fail`