Fig. 4. Dependence of the model accuracy (measured by the correlation coefficient R²) on the training set size (1% corresponds to 1000 data points). The learning curve shows the mean R² from 50 bootstrap repetitions and the standard deviation is given in the error bars. The accuracy for the training set is plotted in green, that for the test set in red.