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Incremental Learning - What are the advantages of incremental learning?


Incremental learning offers several benefits over traditional machine learning that requires a pre-determined training set. These include: not needing a large training set prior to learning, the ability to continuously learn and improve while the system is operational, and adaptability to changes in the target concept.