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. 2021 Aug 25;7:e645. doi: 10.7717/peerj-cs.645

Table 7. Experimental results for machine learning classifiers using GloVe features.

Model Accuracy Class Precision Recall F1 score
RF 0.81 Sarcasm 0.83 0.81 0.82
Non-sarcasm 0.78 0.79 0.78
Macro Avg 0.81 0.80 0.80
ETC 0.81 Sarcasm 0.81 0.81 0.81
Non-sarcasm 0.81 0.80 0.80
Macro Avg 0.81 0.81 0.81
SVC 30.76 Sarcasm 0.76 0.76 0.76
Non-sarcasm 0.76 0.76 0.76
Macro Avg 0.76 0.76 0.76
DT 0.68 Sarcasm 0.69 0.68 0.68
Non-sarcasm 0.67 0.68 0.67
Macro Avg 0.68 0.68 0.68