Advanced Losses: R-Code example AUC-loss

[davidruegamer]

For the AUC loss an example of the approximation is needed. Here the idea is to simulate binary true values and probabilistic predictions, calculate the AUC-function with Metrics::auc and then with the approximation (e.g., implemented in mboost).