J. Gibson

Tracking Wet Weather Pollution Control Performance Using Logistic Regression: A Comparison of Statistical and Machine Learning Approaches

It is shown how annual calculation of rainfall thresholds could have identified a malfunctioning CSO tank that caused a 4-year spill and nearly $3 million in fines, and statistical logistic regression is preferable to the more commonly used machine learning approach in this application.