Table 6 Comparison of performances between the non-overlap and the random strategy.
From: Theoretical Studies of Intracellular Concentration of Micro-organisms’ Metabolites
Separation Strategy | Training set | Test set | ||||||
|---|---|---|---|---|---|---|---|---|
R2 | 10-fold | LOO | R2 p | RMSEp | Q2 p | |||
RMSE | Q2 | RMSE | Q2 | |||||
non-overlap | 0.77 | 0.72 | 0.57 | 0.71 | 0.59 | 0.55 | 0.74 | 0.54 |
random | 0.74 | 0.74 | 0.55 | 0.73 | 0.57 | 0.59 | 0.70 | 0.58 |
