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bodiam
2009 Apr 02
0
Sparse PCA problem
...; out2
Call:
spca(x = pitprops, K = 6, para = c(7, 4, 4, 1, 1, 1), type = "Gram",
sparse = "varnum", trace = TRUE)
6 sparse PCs
Pct. of exp. var. : 28.2 13.9 13.1 7.4 6.8 6.3
Num. of non-zero loadings : 7 4 4 1 1 1
Sparse loadings
PC1 PC2 PC3 PC4 PC5 PC6
topdiam -0.477 0.003 0.000 0 0 0
length -0.469 0.000 0.000 0 0 0
moist 0.000 0.785 0.000 0 0 0
testsg 0.000 0.619 0.000 0 0 0
ovensg 0.180 0.000 0.656 0 0 0
ringtop 0.000 0.000 0.589 0 0 0
ringbut -0.290 0.000 0.470 0 0 0
bowmax -0.343 -0.02...