Figure 10

Attribute relative importance rankings when men send messages to women for different classification methods. The horizontal axis indicates the attributes and the vertical axis indicates their corresponding importance. For bagging, Random Forest, and AdaBoost, the relative importance of each variable in the classification task is measured by the Gini index, and for XGBoost the relative importance is measured by the Gain parameter