1 Introduction and motivation  
2 A brief introduction to classifier calibration  
3 From proper scoring rules to calibration  
4 Evaluation and visualization of classifier calibration  
5 Calibration methods  
6 Hypothesis tests for calibration  
7 Concluding remarks