LstFcFedLear: A LSTM-FC with Vertical Federated Learning Network for Fault Prediction

Table 2

The comparison results between the traditional fault prediction method and the method proposed.

Method	Accuracy (%)	Sensitivity (%)	Specificity (%)
KNN	84.2	81.3	83.3
SVM	86.3	87.3	87. 7
CNN	89.2	88.3	89.2
LstFcFedLear	94.6	93.4	95.1