Table 10.

Numerical performance of the proposed 3-Layer DDCAE of Table 2 when it is trained according to the layer-wise approach of Vincent et al. (2010) under the Normal dataset. The same simulation setup of Section 5.1 at $\sigma =0.05$ is considered under the Normal datasets.

Distance	Accuracy	Precision	Recall	F-measure	AUC
Kullback–Leibler	99.61	0.9961	0.9960	0.9960	0.9992
Bhattacharyya	99.22	0.9923	0.9921	0.9922	0.9991
Euclidean	92.93	0.9401	0.9292	0.9346	0.9580