Hard Disk Drive Failure Prediction for Mobile Edge Computing Based on an LSTM Recurrent Neural Network

Table 3

Comparison of the FDRs and FARs for families “B1,” “B2,” and “B3,” between prediction models.

Prediction model	B1		B2		B3
	FDR (%)	FAR (%)	FDR (%)	FAR (%)	FDR (%)	FAR (%)
CART	76.82	0.47	68.67	1.47	63.85	0.84
RNN	73.46	0.65	68.00	2.19	66.67	1.07
LSTM (Exp)	79.15	0.59	77.33	2.43	79.49	0.92
LSTM (Log)	80.00	0.76	69.33	2.63	74.36	1.37