New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices

Hamed Farkhari, Joseanne Viana, Luis Miguel Campos +2

Increasing the cardinality of categorical variables might decrease the overall performance of machine learning (ML) algorithms. This paper presents a novel computational preprocess…