Research Article

A Novel Stock Index Intelligent Prediction Algorithm Based on Attention-Guided Deep Neural Network

Table 1

Social media text prediction.

MethodsAccuracyRecall valuePrecision

Bi-LSTM0.7260.6840.6570.597
CNN+Bi-LSTM0.7340.6470.6720.675
Glove+Bi-LSTM0.7520.6750.7080.724
Attention+Glove+Bi-LSTM0.7680.7820.7430.76