One-Hot Encoding represents categorical variables as binary vectors. Each category is underlined by a new column, represented by a binary vector with only one high (‘1’) and the rest low (‘0 ...

Encoding Binary and Categorical Data When encoding binary and categorical data, there are four cases you must deal with: independent (x) binary data, dependent (y) binary data, independent (x) ...

Data Prep for Machine Learning: Encoding. Dr. James McCaffrey of Microsoft Research uses a full code program and screenshots to explain how to programmatically encode categorical data for use with a ...

Binary encoding formats promise significant performance improvements for communications-intensive apps. TheServerSide caught up with Martin Thompson, founder of Real Logic, who implemented a new ...