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Feature files used for LightGBM baseline experiments are also included.\n\nThe data support the simulation experiments, optical fiber port case study, bearing degradation case study, visualization results, and ablation analysis reported in the article. This Zenodo record contains datasets only. The source code for reproducing the experiments will be released separately via GitHub.\n\nPlease refer to README_Datasets.txt for the directory structure, file descriptions, and instructions for placing the data into the corresponding code 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