Skip to main content
. Author manuscript; available in PMC: 2014 Jan 29.
Published in final edited form as: IEEE Trans Dependable Secure Comput. 2012 Jan 17;9(3):332–344. doi: 10.1109/TDSC.2012.11

TABLE 2.

AUC Scores (+/− One Standard Deviation) of the Detection Models on Different Rates

MIX RATE
MODEL 0.5% 2% 5%
MetaCADS 0.92±0.02 0.90±0.01 0.87±0.03
CADS 0.91±0.01 0.94±0.02 0.94±0.01
KNN 0.75±0.02 0.73±0.03 0.72±0.04
PCA 0.72±0.03 0.74±0.02 0.75±0.03
HVU 0.68±0.03 0.68±0.03 0.68±0.03