On the IoT-23 dataset, deep forest (gcForest) achieves the highest recall and ROC AUC among five classifiers across SMOTE, hybrid, and SMOTEENN resampling, but not the highest F1 or precision.
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Network Threat Detection: Addressing Class Imbalanced Data with Deep Forest
On the IoT-23 dataset, deep forest (gcForest) achieves the highest recall and ROC AUC among five classifiers across SMOTE, hybrid, and SMOTEENN resampling, but not the highest F1 or precision.