Fig. 4

Relative feature importance computed using the Boruta algorithm. Blue violin plots correspond to the minimal, average, and maximum Z scores of a shadow attribute. Red and green violin plots represent the Z scores of the rejected and confirmed attributes, respectively. Black dots and horizontal lines inside each violin plot represent the mean and median values, respectively. All features that received a lower relative feature importance than that of the shadow feature were defined as irrelevant for prediction