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Table 2 Results with CML model

From: A general deep learning framework for network reconstruction and dynamics learning

Node NumStateLSTMNRIGGN
  MSEACCTPRFPRMSEACCTPRFPRMSE
10non-chaotic1.92e-20.5310.4460.5881.69e-41105.63e-6
10chaotic2.54e-20.5470.4590.6054.04e-40.99310.0133.24e-5
30non-chaotic4.11e-2----1103.29e-6
30chaotic5.03e-2----0.99910.00173.41e-6
  1. The bold text represented the best results of a series of experiments