Table 4 N L and N D for alpha data set. The mean and standard deviation of the number of latent variables or degree of penalty (N L ) and the number of molecular descriptors (N D ) used to build the models for the the alpha data set.
From: Unbiased descriptor and parameter selection confirms the potential of proteochemometric modelling
Filter | Regression | N L (mean ± std) | N D (mean ± std) |
|---|---|---|---|
no filter | PLS | 7.01 ± 1.15 | 4728 ± 0 |
no filter | RR | 93.64 ± 60.34 | 4728 ± 0 |
PLSfilter | PLS | 7.39 ± 0.80 | 199 ± 69 |
PLSfilter | RR | 26 ± 22 | 192 ± 85 |