Table 2 Model performance
Cell type | 20x 10-fold cross-validation | Independent test set | ||
|---|---|---|---|---|
RMSE (mean ± sd) | Pearson’s r (mean ± sd) | RMSE (n) | Pearson’s r (n) | |
Bcell | 0.021 ± 0.007 | 0.755 ± 0.188 | 0.04 (28) | 0.93 (28) |
CD4T | 0.038 ± 0.01 | 0.813 ± 0.09 | 0.06 (28) | 0.91 (28) |
CD8T | 0.034 ± 0.006 | 0.683 ± 0.138 | ||
Gran | 0.054 ± 0.013 | 0.923 ± 0.046 | 0.06 (197) | 0.89 (197) |
Mono | 0.018 ± 0.003 | 0.842 ± 0.068 | 0.02 (197) | 0.74 (197) |
NK | 0.027 ± 0.006 | 0.816 ± 0.083 | NA | NA |