Table 4 Model Performance Comparison.

From: Research on sentiment index and real estate demand forecasting based on BERT-BiLSTM and ADL-MIDAS models

Model

accuracy

precision

recall

F1-Score

SVM

0.391

0.634

0.396

0.295

RF

0.373

0.668

0.371

0.258

LSTM

0.458

0.210

0.458

0.288

Bert

0.743

0.742

0.744

0.742

BERT-BiLSTM

0.785

0.795

0.782

0.794

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