Essential Number of Principal Components and Nearly Training-Free Model for Spectral Analysis

Yifeng Bie, Shuai You, Xinrui Li +2

Through a study of multi-gas mixture datasets, we show that in multi-component spectral analysis, the number of functional or non-functional principal components required to retain…