From: IoT information theft prediction using ensemble feature selection
Experiment name | Mean | SD | Mean | SD |
---|---|---|---|---|
AUC | AUC | AUPRC | AUPRC | |
CatBoost | 0.98126 | 0.02518 | 0.99446 | 0.00787 |
DT | 0.97395 | 0.02657 | 0.96053 | 0.02803 |
Light GBM | 0.98043 | 0.02721 | 0.98507 | 0.02160 |
LR | 0.94149 | 0.03630 | 0.92768 | 0.07234 |
MLP | 0.95924 | 0.03355 | 0.95868 | 0.04305 |
NB | 0.97410 | 0.02317 | 0.82526 | 0.04383 |
RF | 0.96438 | 0.03388 | 0.99208 | 0.01231 |
XGBoost | 0.97747 | 0.02833 | 0.98798 | 0.01983 |