Table 4 Comparison of statistical measures of the performance of the best single machine learning predictor and the best individual human predictor
From: Can human experts predict solubility better than computers?
Multi-layer perceptron | Human participant 11 | |
|---|---|---|
RMSE | 0.985 | 0.942 |
R2 | 0.706 | 0.723 |
Spearman ρ | 0.837 | 0.853 |
Number correct | 19 | 18 |
AAE | 0.728 | 0.734 |