A way to generate predictions “offline” for multiple real-world data that needs inferencing and predictions. Batch mode predictions do not produce real-time results so this approach is best to use when decisions do not need to be made right away. The opposite of batch prediction is real-time prediction. Since batch mode systems can operate offline, they can utilize lower powered systems or systems not always connected to the network to provide inference.
Glossary of Artificial Intelligence (AI), Machine Learning (ML), and Big Data Terms
Batch Prediction
