1 files changed, 4 insertions, 3 deletions
diff --git a/src/text_recognizer/datasets/dataset.py b/src/text_recognizer/datasets/dataset.py
index f328a0f..05520e5 100644
--- a/src/text_recognizer/datasets/dataset.py
+++ b/src/text_recognizer/datasets/dataset.py
@@ -23,7 +23,7 @@ class Dataset(data.Dataset):
 
         Args:
             train (bool): If True, loads the training set, otherwise the validation set is loaded. Defaults to False.
-            subsample_fraction (float): Description of parameter `subsample_fraction`. Defaults to None.
+            subsample_fraction (float): The fraction of the dataset to use for training. Defaults to None.
             transform (Optional[Callable]): Transform(s) for input data. Defaults to None.
             target_transform (Optional[Callable]): Transform(s) for output data. Defaults to None.
 
@@ -31,6 +31,7 @@ class Dataset(data.Dataset):
             ValueError: If subsample_fraction is not None and outside the range (0, 1).
 
         """
+
         self.train = train
         self.split = "train" if self.train else "test"
 
@@ -96,8 +97,8 @@ class Dataset(data.Dataset):
         if self.subsample_fraction is None:
             return
         num_subsample = int(self.data.shape[0] * self.subsample_fraction)
-        self.data = self.data[:num_subsample]
-        self.targets = self.targets[:num_subsample]
+        self._data = self.data[:num_subsample]
+        self._targets = self.targets[:num_subsample]
 
     def __len__(self) -> int:
         """Returns the length of the dataset."""