Skip to main content

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