Table 1 Pearson correlation coefficients and MAD values between ground truth and predicted fitness landscapes on proteins of different lengths
From: Searching for protein variants with desired properties using deep generative models
Training set | Test set | ||||
|---|---|---|---|---|---|
Length | Pearson | MAD | Pearson | MAD | |
Small proteins | 50 | 0.53 | 0.31 | 0.51 | 0.34 |
Fluorescent protein | 237 | 0.79 | 0.27 | 0.75 | 0.32 |
Chimeric cytochrome | 426 | 0.84 | 2.8 | 0.84 | 2.9 |