diff --git a/mlpp_lib/model_selection.py b/mlpp_lib/model_selection.py
index a853499..52ff9f9 100644
--- a/mlpp_lib/model_selection.py
+++ b/mlpp_lib/model_selection.py
@@ -209,7 +209,7 @@ def _time_partitioning(self) -> None:
                     end_date = np.datetime64(test_indexers[1])
                     test_indexers = self.time_index[
                         np.logical_and(
-                            self.time_index >= start_date, self.time_index <= end_date
+                            self.time_index >= start_date, self.time_index < end_date
                         )
                     ]
                 test_indexers = [t for t in test_indexers if t in self.time_index]