A re-examination to the SCoTLASS problems for SPCA and two projection-based methods for them

Qiye Zhang, Kuoyue Li

SCoTLASS is the first sparse principal component analysis (SPCA) model which imposes extra l1 norm constraints on the measured variables to obtain sparse loadings. Due to the the d…