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. 2016 Feb 2;16(2):185. doi: 10.3390/s16020185

Table 10.

Evaluation result of PCM, PCPNN and PCRVM.

Classifier Feature Number Decision Threshold Optimal Weight Accuracies for Test Cases (Fme)
Single- Faults Simultaneo- Us-Faults Overall- Faults Average Fault Detection Time (s)
PCPNN 11 + 11 = 22 0.6830 - 0.9163 0.7717 0.8563 8.8014
PCRVM 11 + 11 = 22 0.6754 - 0.9141 0.7823 0.8642 9.7685
PCM Vibration = 11
Sound = 11
0.7583 w1 = 0.7752
w2 = 0.6991
0.9460 0.8241 0.8924 17.8574

Remark: Feature extraction method is based on HHT + E.