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My intrusion detection model scored 0.9998 ROC-AUC. The interesting part was the 19 attacks it missed. The assignment was Gradient Boosting on NSL-KDD, a benchmark of 25,192 network connection records. I tuned 27 hyperparameter combinations with (More)