Prediction of Future Terrorist Activities Using Deep Neural Networks

Table 3

Performance of comparison of NN and DNN with traditional machine algorithms, i.e., logistic regression, SVM, and Naïve Bayes.

Algorithm	Train	Test	Average	Average	Average
	Accuracy (%)	Accuracy (%)	Precision (%)	Recall (%)	F1-Score (%)
Logistic regression	79.2	76.9	76.7	76.8	76.8
SVM	78.8	78.3	78.2	78.2	78.2
Naïve Bayes	81.3	80.9	80.8	88.8	88.7
NN	83.6	83.6	83.6	83.6	83.6
DNN	94.6	94.8	94.8	94.8	94.8