Novel Model Based on Stacked Autoencoders with Sample-Wise Strategy for Fault Diagnosis

Table 6

Classification accuracy of some algorithms in the SDD dataset.

Algorithms	Accuracy (%)
SVM	86.24
kNN	77.53
SAE	93.92
SAE-SWS-t	93.62
SAE-SWS-s	96.75
SAE-KD-s (without SWS)	94.94