Deep Learning Based on Hierarchical Self-Attention for Finance Distress Prediction Incorporating Text

Table 1

The sample distribution of the original dataset.

Class	Number
Positive samples (titled “ST” in the next 2 years)	862
Negative samples	11142
Total samples	12004