Vinod K. Mishra

Classification via Subspace Learning Machine (SLM): Methodology and Performance Evaluation

Inspired by the decision learning process of multilayer per-ceptron (MLP) and decision tree (DT), a new classification model, named the subspace learning machine (SLM), is proposed in this work. SLM first identifies a discriminant subspace, S<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:…