What is batch filter?

A batch filter is a processing method used in data analysis and signal processing that applies a specific filter or transformation to a group of data points or signals at once, rather than individually. This approach enhances efficiency and speed, especially when dealing with large datasets. Batch filters are commonly employed in applications such as image processing, audio processing, and machine learning, where they can improve performance and reduce computational overhead.