[Retracted] Deep Learning-Driven Financial Management Innovation Upgrade for Universities

Table 3

Classification performance of deep learning models and benchmark models on MD&A text datasets.

Model	Macro_Precision	Macro_Recall	Macro_F1-score
Word embedding + character-level CNN	0.89	0.850	0.851
Logistic regression	0.80	0.81	0.801
Naive Bayes	0.795	0.795	0.795
Support vector machine	0.811	0.82	0.812
Random forest	0.767	0.768	0.768
XGBoost	0.734	0.734	0.734
LightGBM	0.769	0.769	0.769