Can Shared Service Usage Predict User Gender? Insights from Machine Learning

If only the result of using a shared service is given, the model cannot predict the gender of the user because other factors can also affect whether the user uses the shared service. If the result of the dependent variable of usage is given at the same time as the values of other variables, it is possible to predict the gender of the user.