change isinstance check for SVM estimator to simply clone the estimat…

…or - similar to _validate_estimator() in KMeansSMOTE
scikit-learn-contrib · Sep 10, 2021 · 94b0725 · 94b0725
1 parent e997e23
commit 94b0725
Showing 1 changed file with 1 addition and 3 deletions.
diff --git a/imblearn/over_sampling/_smote/filter.py b/imblearn/over_sampling/_smote/filter.py
@@ -345,10 +345,8 @@ def _validate_estimator(self):
 
         if self.svm_estimator is None:
             self.svm_estimator_ = SVC(gamma="scale", random_state=self.random_state)
-        elif isinstance(self.svm_estimator, SVC):
-            self.svm_estimator_ = clone(self.svm_estimator)
         else:
-            raise_isinstance_error("svm_estimator", [SVC], self.svm_estimator)
+            self.svm_estimator_ = clone(self.svm_estimator)
 
     def _fit_resample(self, X, y):
         self._validate_estimator()