Table 3 Performance of the stacked_LSTM and LSTM_RNN models while predicting acceleration \(a\)(in m/s2).

From: Rapid earthquake damage assessment via hybrid LSTM-RNN with a quantum-inspired classification head based on Autonomous Perceptron Model APM

Model

MSE

MAE

RMSE

MAPE

MedAE

R2 (%)

Stacked_LSTM

0.0001

0.0089

0.01038

12,270.9

0.0082

97.69

LSTM_RNN

\(4.9\times {10}^{-6}\)

0.0013

0.0022

823.57

0.0006

99.8

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