incremental model
/ɪn.krɪˈmɛnt.əl ˈmɒdəl/ · in.kre.men.tal mod.el
noun
- A model or system that is updated or improved in small, incremental steps, often to reflect changing data or conditions. The company uses an incremental model to predict sales, updating the model regularly with new data to ensure its accuracy.
noun
- A type of machine learning model that learns from small, incremental updates to the data, rather than requiring a complete retraining of the model. The researchers developed an incremental model that could learn from small updates to the data, allowing it to adapt quickly to changing conditions.
Did you know? The incremental model is often used in real-time systems, such as traffic prediction or financial forecasting, where small updates to the data can have a significant impact on the outcome.