Topic: online-learning

• Incremental learning with partial_fit: stable features, class lists and honest evaluation

  Incremental estimators update a model from small batches without loading the complete dataset into memory. A reliable workflow also preserves feature meaning, defines the class set and evaluates predictions before learning from their outcomes.

  article · en · unreviewed · knowledge as of 2026-10-11

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