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. 2022 Mar 15;8:e914. doi: 10.7717/peerj-cs.914

Table 21. Performance evaluation of classifiers using Word2Vec features on the TextBlob annotated dataset.

Model Accuracy Precision Recall F1 Score
Pos. Neg. W avg. Pos. Neg. W avg. Pos. Neg. W avg.
DT 0.69 0.78 0.87 0.83 0.99 0.24 0.62 0.87 0.48 0.62
RF 0.79 0.78 0.87 0.83 0.99 0.24 0.62 0.87 0.38 0.63
GBC 0.70 0.80 0.44 0.62 0.80 0.44 0.62 0.80 0.44 0.62
SVM 0.88 0.90 0.83 0.87 0.95 0.71 0.83 0.92 0.77 0.84