Research Article

Anomaly Detection Collaborating Adaptive CEEMDAN Feature Exploitation with Intelligent Optimizing Classification for IIoT Sparse Data

Table 2

Test classification accuracies of three different feature exploitation methods.

Attack powerCEEMDAN energy entropyCEEMDAN singular spectrum entropyEEMD singular value decomposition

186.5%82.0%80.5%
288.0%85.0%82.5%
390.0%83.5%83.5%
487.0%85.5%81.0%
593.5%88.5%83.5%
Average89.00%84.90%82.20%