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test: test whether CV is effective #649

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WinstonLiyt committed Mar 3, 2025
commit 923de51d7bb23d69d63b833d26fef6acbc1367fb
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@@ -271,7 +271,7 @@ spec:

3. Dataset Splitting
- The dataset returned by `load_data` is not pre-split. After calling `feat_eng`, split the data into training and test sets.
- [Notice] Apply cross-validation on the training set (`X_transformed`, `y_transformed`) to ensure a reliable assessment of model performance.
- [Notice] Apply cross-validation (e.g. KFold) on the training set (`X_transformed`, `y_transformed`) to ensure a reliable assessment of model performance.
- Keep the test set (`X_test_transformed`) unchanged, as it is only used for generating the final predictions.

4. Submission File: