|
Prediction accuracy as measured by squared Pearson correlation coefficient R2 |
|||||||
| G-CSF |
IL-1α |
IL-6 |
IL-10 |
MIP-1α |
RANTES |
TNFα |
|
|
|
|||||||
| PLS (time-derived metrics) |
0.93 (5) |
0.49 (1) |
0.63 (5) |
0.62 (4) |
0.49 (6) |
0.65 (2) |
0.75 (6) |
| PCR (time-derived metrics) |
0.92 (2) |
0.51 (2) |
0.64 (21) |
0.62 (16) |
0.48 (10) |
0.64 (2) |
0.72 (15) |
| PLS (time-averaged data) |
0.88 (5) |
0.83 (6) |
0.58 (6) |
0.64 (5) |
0.62 (5) |
0.73 (5) |
0.83 (5) |
| PCR (time-averaged data) |
0.89 (10) |
0.85 (10) |
0.58 (13) |
0.68 (10) |
0.59 (9) |
0.77 (9) |
0.84 (13) |
|
Number of principal components (for PCR) or latent variables (for PLS) are listed in parentheses. | |||||||
Wu et al. Journal of Molecular Signaling 2008 3:11 doi:10.1186/1750-2187-3-11 |
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