Table 1.
Predictive performance of Random Forest regression and Linear Regression on the SCT test of human blood mononuclear cells. The median value of each statistic across all cells is reported
Method | Pearson correlation | Spearman correlation | Root mean squared error |
---|---|---|---|
Random Forest | 0.46 | 0.46 | 0.52 |
Linear regression | 0.38 | 0.35 | 0.52 |