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AnomalyDetectionCpp

DOI

Current methods for anomaly detection

  • Three-sigma rule.
  • Median absolute deviation.

Build

mkdir build
cd build
cmake ..
make

Usage

  • Three-sigma rule (global mean/variance):

    ./AnomalyDetectionCpp example.csv tsg
    
  • Three-sigma rule (rolling mean/variance):

    ./AnomalyDetectionCpp example.csv tsr 15
    
  • Median absolute deviation:

    ./AnomalyDetectionCpp example.csv mad