Table 1.
Specific financial indicators of non-listed agricultural companies.
Fig 1.
Scatter plot of EDF, DD, and asset value volatility.
Table 2.
Descriptive statistics of EDF(%) corresponding to rating intervals for agricultural enterprises.
Table 3.
Statistical table of evaluation indicators for each model.
Fig 2.
Comparison of CNN-BiLSTM predicted results with actual EDFs.
Fig 3.
Comparison of evaluation metrics for number of hidden layer neurons in the LSTM model.
Table 4.
Comparison of error effects with different numbers of hidden layer neurons in the CNN-BiLSTM model.
Table 5.
Comparison of error effects for different training epochs in CNN-BiLSTM model.
Fig 4.
Predicted EDF for non-listed agricultural enterprises.
Table 6.
Number of credit ratings for non-listed agricultural enterprises.