Research Article

Sentiment Classification for Financial Texts Based on Deep Learning

Table 5

Comparisons of average recognition rate of different methods.

MethodAccuracy (%)Improvement

Baseline52.411.1%
Proposed method62.5—
Fine-tune-based58.55.1%
SDA61.71.8%