Anomaly Detection for Time Series with Difference Rate Sample Entropy and Generative Adversarial Networks

Table 7

Test results of different methods.

Methods	F1 score	Computation time (s)
KNN	0.4214	208.6
AutoEncoder	0.6039	230.5
GAN	0.6348	346.2
DRSe-GAN	0.8916	457.8