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lines changed Original file line number Diff line number Diff line change @@ -343,8 +343,8 @@ class KFold(_BaseKFold):
343343 Provides train/test indices to split data in train/test sets. Split
344344 dataset into k consecutive folds (without shuffling by default).
345345
346- Each fold is then used a validation set once while the k - 1 remaining
347- fold form the training set.
346+ Each fold is then used once as a validation while the k - 1 remaining
347+ folds form the training set.
348348
349349 Read more in the :ref:`User Guide <cross_validation>`.
350350
@@ -386,7 +386,7 @@ class KFold(_BaseKFold):
386386 See also
387387 --------
388388 StratifiedKFold
389- For taking label information into account to avoid building folds with
389+ Takes label information into account to avoid building folds with
390390 imbalanced class distributions (for binary or multiclass
391391 classification tasks).
392392
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