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. 2021 Jan 30;119:106716. doi: 10.1016/j.chb.2021.106716

Table 2.

Performance (all values in %) in classifying information and misinformation.

Algorithm Training
Accuracy
Precision Recall F1 Sensitivity Specificity Testing
Accuracy
SVM 84.37 81.07 80 80.18 77.78 83.33 80
DT 94 86.66 86.66 86.66 88.89 83.33 86.7
RF 91 86.66 86.66 86.66 88.89 83.33 86.7
SGD 89.1 80 80 79.61 88.89 66.67 80
LSTM 77.34 73.33 73.33 73.33 77.77 66.66 73.33
CNN 89.06 89.1 86.7 86 100 66.67 86.67