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Table 5 Accuracies of Direction-BiLSTM, Magnitude-CNN and Voting Classifier

From: Bitcoin price change and trend prediction through twitter sentiment and data volume

Model

Maximum direction accuracy (%)

Mean direction accuracy (%)

Direction-BiLSTM

64.2

60.9

Magnitude-CNN

63.3

58.3

Voting Classifier

77.2

68.4