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Benchmarks
Sparse Principal Component Analysis on riboflavin dataset
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47.8
FVE
PCA
-1.496
11.302
24.1
36.898
Jul 6, 2026
FVE
Orthogonality Violation
Runtime (s)
Updated 19d ago
Evaluation Results
Method
Method
Links
FVE
Orthogonality Violation
Runtime (s)
PCA
(k1, k2)=(4088, 4088)
2026.07
47.8
10
0.045
nsprcomp::nsprcomp
(k1, k2)=(20, 20)
2026.07
0.9
10
0.351
msPCA::mspca
Input type=Σ, (k1, k2)...
2026.07
0.8
10
71.986
msPCA::mspca
Input type=X, (k1, k2)...
2026.07
0.8
10
1.603
mixOmics::spca
(k1, k2)=(20, 20)
2026.07
0.6
10
0.241
elasticnet::spca
Input type=X, (k1, k2)...
2026.07
0.4
10
5.952
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