Table 8.

Twitter classification results with over-sampling.

Algorithm	Precision	Recall	F1 score	Accuracy
KNN (Modu et al., 2017)	0.73	0.91	0.79	0.93
SVM (Modu et al., 2017)	0.92	0.91	0.92	0.98
DPCNN	0.30	0.70	0.42	0.95
Fine-tuning BERT	0.96	0.99	0.98	0.99