Artificial Intelligence-Based Approach for Misogyny and Sarcasm Detection from Arabic Texts

Table 7

Arabic sarcasm detection evaluation results for sentiment classification task: binary scenario.

Classifier model	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
PAC	83	81	83	81
LRC	83	81	83	77
RFC	82	68	82	74
LSVC	84	82	84	81
DTC	78	76	78	77
KNNC	83	79	83	76
ARABERT	88	—	—	77

The bold values represent the highest values of evaluation metrics achieved by the corresponding classifier model.