Valid Probabilistic Anomaly Detection Models for System Logs

Algorithm 1

Venn-Abers predictor.

Input: training sequence

Input: test object

Output: multiprobabilistic prediction

  fordo

   set to the scoring function for

   set to the isotonic calibrator for ,

end for