Traffic classification (TC) in software-defined networks (SDN) using machine learning (ML) appears to be a viable option for improving network management. TC improves SDN operability. while SDN speeds up the feature selection (FS) process. especially when ML is used as a classification mechanism to extract measurements and related information from incoming data to the SDN controller. https://www.littletreehouselanes.shop/product-category/spade/