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. 2025 Jan 4;15:795. doi: 10.1038/s41598-025-85392-6

Table 8.

Classification accuracy of the suggested model and other model in classifying the tweets regarding negative polarity.

Model Accuracy Precision Recall F1-score
CNN-EGTO 96 97 98 97.49
SVM 92 94 90 91.95
KNN 90 87 85 85.98
Naïve Bayes 91 88 87 87.49
LSTM 90 91 90 90.49