The competition task was to build a network intrusion detector, a predictive model capable of distinguishing between bad connections, called intrusions or attacks, and good normal connections.
Download dataset : https://www.kdd.org/kdd-cup/view/kdd-cup-1999/Data
| Classifier | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|
| KMeans | .85 | .87 | .77 | .99 |
| FCM | .84 | .82 | .97 | .71 |