In this project, I created ROC, AUC, and Z-score functions by hand. I validated the functions by injecting synthetic anomalies into an existing dataset and compared the results. I thought this would be a relatively straightforward project due to my familiarity with the concepts, but it was pleasantly challenging.
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ROC, AUC, and Z-score functions for anomaly detection
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