Viable cell density | Dead cell density | LDH activity | |
---|---|---|---|
ncalibration / nprediction | 83 / 13 | 61 / 12 | 48 / 13 |
Regression model | Linear | Exponential | PLS |
Calibration range | 2 × 105 - 6 × 106 cells.ml-1 | 1 × 104 - 1 × 106 cells.ml-1 | 10 - 600 U.l-1 |
Preprocessing | N.A. | N.A. | 1st derivative, SNV |
Latent factor | N.A. | N.A. | 7 |
R² | 0.94 | 0.97 | 0.94 |
RMSE | 4.4x105 cells.ml-1 | 3.2x105 cells.ml-1 | N.A. |
RMSEC | N.A. | N.A. | 29 U.l-1 |
RMSECV | N.A. | N.A. | 44 U.l-1 |
RMSEP | 1.25x105 cells.ml-1 | 7.4x104 cells.ml-1 | 9 U.l-1 |