Online signature verification modeled by stability oriented reference signatures

To test the proposed method's performance, seven different classifiers were used: PSO oriented, k-Nearest-Neighbor, Naive Bayes, Random Forest, RIDOR, Support Vector Machine and J48. Experiments conducted on the two independent datasets demonstrated that the method proposed here returns highly satisfactory results, outperforming the other state-of-the-art methods.