pre-processing

Terms from Artificial Intelligence: humans at the heart of algorithms

Page numbers are for draft copy at present; they will be replaced with correct numbers when final book is formatted. Chapter numbers are correct and will not change now.

Pre-processing is some form of data manipulation or data cleaning performed prior to the main data analysis algorithms. For example, in natural language processing this might involve stripping punctuation from text to turn it into a stream of words.

Used on Chap. 8: page 155; Chap. 9: pages 178, 189; Chap. 12: page 276; Chap. 14: pages 318, 333, 334, 336

Also known as pre-processor