A Variable Selection Method for Improving Variable Selection Consistency and Soft Sensor Performance

In the last few decades, various spectroscopic soft sensors that predict sample properties from its spectroscopic readings have been reported. To improve prediction performance, variable selection that aims to eliminate irrelevant wavelengths is often performed prior to soft sensor model building. H... View More