基于深度学习的无监督KPI异常检测

张圣林,林潇霏,孙永谦,张玉志,裴丹

Research on Unsupervised KPI Anomaly Detection Based on Deep Learning

Zhang Shenglin,Lin Xiaofei,Sun Yongqian,Zhang Yuzhi,Pei Dan

表4 三个方法准确性比较

Table 4 Comparison of result of the three methods

Precision Recall F-Score Donut 0.88 0.82 0.84 Bagel 0.91 0.85 0.88 Buzz 0.78 0.44 0.56