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Journal of Sensors
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2022
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Article
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Tab 2
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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.
Algorithm
AUC
Precision
Recall
LR
0.6983
0.9743
0.6058
RF
0.7342
0.9834
0.6253
LSTM
0.7564
0.9878
0.7054
C-LSTM
0.7613
0.9896
0.7103