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. 2019 Oct 24;14(10):e0223317. doi: 10.1371/journal.pone.0223317

Table 8. Performances of sentiment analysis models on NLPCC dataset.

Method Performance (%)
Precision Recall F1-score
NB 63.82 61.90 58.84
LR 57.80 56.99 56.53
SVM 63.86 63.49 59.85
TextCNN 68.50 67.37 67.62
LSTM 69.48 72.29 70.48
SVMRDEV 69.05 75.03 70.16
TextCNNRDEV 70.36 73.20 71.10
LSTMRDEV 71.10 75.60 72.39