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This slide outlines the main limitations of the study.
First, class imbalance exists in the dataset, where some job categories contain fewer samples, which affects prediction performance for minority classes.
Second, the study focuses on interpretable machine learning models, and therefore more complex deep learning models are not explored.
Finally, the dataset size is moderate and may not capture all variations present in the national job market.
These limitations highlight important directions for future improvement. |