implement a paper in Matlab: Detection of Cyber-attacks to indoor real time localization systems for autonomous robots
original dataset : this link
| classifier | accuracy | precision | recall | Fscore |
|---|---|---|---|---|
| "knn" | 0.68413 | 0.61538 | 0.97125 | 0.75341 |
| "rf" | 0.73651 | 0.65806 | 0.97764 | 0.78663 |
| "ab" | 0.4619 | 0.45638 | 0.4345 | 0.44517 |
| "nb" | 0.96508 | 0.99322 | 0.9361 | 0.96382 |
| "lda" | 0.97778 | 1 | 0.95527 | 0.97712 |
| "lr" | 0.49683 | 0.49683 | 1 | 0.66384 |
| "cart" | 0.73651 | 0.65806 | 0.97764 | 0.78663 |
| classifier | accuracy | precision | recall | Fscore |
|---|---|---|---|---|
| "knn" | 0.71609 | 0.63489 | 1 | 0.77667 |
| "rf" | 0.98265 | 0.96605 | 1 | 0.98273 |
| "ab" | 0.99842 | 0.99682 | 1 | 0.99841 |
| "nb" | 0.96215 | 0.92878 | 1 | 0.96308 |
| "lda" | 0.77918 | 0.69265 | 0.99361 | 0.81627 |
| "lr" | 0.49369 | 0.49369 | 1 | 0.66103 |
| "cart" | 0.91956 | 0.85989 | 1 | 0.92467 |