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[feature] leave-k-out split mode #2121

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@mkhe93 mkhe93 commented Nov 30, 2024

  • Introduced a new leave-k-out split mode, as already available in Elliot (see: Elliot paper).
  • the leave-k-out mode allows for excluding a specified number of elements (denoted as k) from the dataset, based on the chosen mode
  • updated the documentation to reflect this new split mode and provide usage instructions

Example in eval_args in example.yaml for k=10:

split: {'LK': ['test_only', 10]}

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mkhe93 commented Nov 30, 2024

Created this mode during my researches and Recbole improved my workflow a lot.
I'm happy for feedback and improvements!

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