Time Series Outlier Detection Based on Sliding Window Prediction

Table 4

Comparisons of area under ROC curves.

AUCs	Median	Box-plot	SVM	Two-sided	One-sided
LZ water level	0.922	0.894	0. 871	0.935	0.957
LZ daily flow	0. 843	0.852	0.895	0.92	0.933
HYK water level	0.819	0.836	0.865	0.903	0.921
HYK daily flow	0.934	0.928	0.93	0.942	0.955