Coefficient of the linear model in MONET + CBM for melanoma predictions on dermoscopic images. For each setting of b – m , evaluations are repeated with n = 20 different train–test splits. The shaded areas, error bars and box plots are shown for the 20 evaluations. The shaded areas and error bars indicate the 95% confidence interval, with the center line representing the mean. In the box plots, the boxes represent the interquartile range (IQR) with their lower and upper bounds corresponding to the first and third quartiles, respectively, and the center lines indicate the medians. The whiskers extend to 1.5× IQR from the box. Each dot represents the value from each evaluation.