Figure 5. The Random Forest feature importance analysis of the significant characters used in the identification of the Sabatieria species.

The variables were ranked based on their average positions among the nodes of the 500 generated trees. The color gradient represents the position of the nodes (Minimal depth) in the trees. The higher the node position, the greater the variable importance. Abbreviations are listed in Table 1.