Sample | Method | BG subtraction | No. of EMs | LOF (%) | Variance explained (%) |
---|---|---|---|---|---|
Spruce | VCA | No | 4 | 13.1280 | 98.2766 |
NMF | No | 4 | 3.0743 | 99.9055 | |
MCR-ALS | |||||
Without PCA | No | 4 | 0.92782 | 99.9914 | |
With PCA | No | 4 | 0.92107 | 99.9915 | |
VCA | Yes | 4 | 35.5641 | 87.3946 | |
NMF | Yes | 4 | 6.5643 | 99.5691 | |
MCR-ALS | |||||
Without PCA | Yes | 4 | 6.247 | 99.6098 | |
With PCA | Yes | 4 | 6.2243 | 99.6126 | |
VCA | Yes | 5 | 38.7925 | 84.9514 | |
NMF | Yes | 5 | 6.5691 | 99.5685 | |
MCR-ALS | |||||
Without PCA | Yes | 5 | 5.2069 | 99.7289 | |
With PCA | Yes | 5 | 5.2136 | 99.7282 | |
Arabidopsis | VCA | No | 6 | 33.9914 | 88.44 |
NMF | No | 6 | 13.2726 | 98.2384 | |
MCR-ALS | |||||
Without PCA | No | 6 | 0.6314 | 99.9960 | |
With PCA | 6 | 0.6239 | 99.9961 |