Research Article

[Retracted] Convolution-LSTM-Based Mechanical Hard Disk Failure Prediction by Sensoring S.M.A.R.T. Indicators

Table 2

The analysis results of mechanical hard disk warning experiment.

AlgorithmAUCPrecisionRecall

LR0.69830.97430.6058
RF0.73420.98340.6253
LSTM0.75640.98780.7054
C-LSTM0.76130.98960.7103