Investor Sentiment Combined with Multisource Information to Predict Stock Prices: An Analysis of China’s A-Share Market

Table 3

Stock returns forecast results.

Method	5 days		15 days		30 days
	Accuracy	F1-score	Accuracy	F1-score	Accuracy	F1-score
SVM	0.672	0.633	0.623	0.607	0.583	0.567
LSTM	0.710	0.684	0.634	0.618	0.599	0.578
RrmsNet [4]	0.727	0.718	0.656	0.643	0.618	0.604
SenticNet [5]	0.719	0.704	0.666	0.640	0.611	0.597
Ours	0.749	0.732	0.693	0.699	0.668	0.641

Bold values represent the best performance.