Getter/Setter for fullset_FS. If true, Feature Selection (FS) is performed on the entire (full) dataset (e.g., for In-Sample Testing). If false, FS is restricted to the training set to prevent "data leakage" and ensure unbiased evaluation on the test set. Note, any validate method should use only the training set.
Getter/Setter for fullset_FS. If true, Feature Selection (FS) is performed on the entire (full) dataset (e.g., for In-Sample Testing). If false, FS is restricted to the training set to prevent "data leakage" and ensure unbiased evaluation on the test set. Note, any validate method should use only the training set.