From: Sparse Autoencoder-based Multi-head Deep Neural Networks for Machinery Fault Diagnostics with Detection of Novelties
Performance
Accuracy (%)
The proposed method
100
SVM fed by multi-head DNN features
ANN fed by multi-head DNN features
99.85
kNN fed by multi-head DNN features