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. 2020 May 29;8(5):e17813. doi: 10.2196/17813

Table 1.

Performance of the models for sentiment polarity classification.


Precision Recall F1 score
NBa 0.798 0.835 0.816
SVMb 0.853 0.822 0.837
CNNc 0.801 0.823 0.812
LSTMd 0.916 0.916 0.916

aNB: naive Bayes.

bSVM: support vector machine.

cCNN: convolutional neural network.

dLSTM: long short-term memory.