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Chinese Journal of Mechanical Engineering

Table 2 Assessment of different optimizers using network structure RNN-1LAYER

From: Practical Options for Adopting Recurrent Neural Network and Its Variants on Remaining Useful Life Prediction

Optimizers

Stability

Precision

Accuracy

Assessment

RMSprop

1

4

4

 

Adam

1

3

3

 

AdaGrad

1

1

1

√

AdaDelta

1

2

2

 
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