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1 parent 1345f22 commit 4d63421Copy full SHA for 4d63421
doc/over_sampling.rst
@@ -153,7 +153,7 @@ SMOTE variants
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SMOTE might connect inliers and outliers while ADASYN might focus solely on
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outliers which, in both cases, might lead to a sub-optimal decision
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function. In this regard, SMOTE offers three additional options to generate
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-samples. Those methods focus on samples near of the border of the optimal
+samples. Those methods focus on samples near the border of the optimal
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decision function and will generate samples in the opposite direction of the
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nearest neighbors class. Those variants are presented in the figure below.
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