Research Article

Analysis of the Coupling and Coordination Relationship between the Evolution of Enterprise Spatial Structure and Economic Development Based on the Deep Learning Model

Table 6

Scores of different models.

ModelCPCRC–F1EPERE–F1OPORO–F1

LSTM0.38290.36640.37440.37260.30040.33260.91550.93160.9234
BiLSTM0.36480.33190.33920.44020.39160.41450.92150.93180.9266
BiLSTM + GCN (dependency)0.38970.35780.3730.48890.41830.45080.92470.93990.9322
BiLSTM (WordNet)0.4740.39220.42920.50.52090.51020.93550.94330.9394
BiLSTM + GAT0.68820.82760.75150.77490.79850.78650.99970.98390.9917
BLTGM (noNor)0.83750.86640.85170.88630.85930.87260.98530.98530.9853
BLTGM (Nor)0.86110.93530.89670.88650.95060.91740.99560.98450.99
BLTGM20.84880.9440.89390.91820.93920.92860.99510.98590.9905
BLTGM30.80650.96980.88060.90940.95440.93140.99940.98220.9907