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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