Random Feature Pruning for Multi-Class Classification

Mohammad Amin Omidi, Babak Seyfe, Shahrokh Valaee

Weighted sums of random kitchen sinks (W-RKS) is a commonly used feature extraction technique for supervised learning tasks. A major drawback of this method is the redundancy and i…