Research Article

[Retracted] The Application of the Data Mining Method Based on Ensemble Learning to the Research on Early Warning of Financial Crisis in Small- and Medium-Sized Enterprises

Table 4

Comparison of integrated early warning models based on multisource indicators and financial indicators.

Train-test ratioAccuracyIntegrated early warning model
Based on a multisource indicator modelModel based on financial indicators

60 : 40Acc-DF0.87500.8125
Acc-NF0.92500.9500
Acc0.91070.9107
-measure0.84890.8391

70 : 30Acc-DF0.91670.8333
Acc-NF0.93330.9333
Acc0.92860.9048
-measure0.88070.8333