A new classification algorithm based on SJEP

This paper presents a new algorithm based on SJEP classification (SJEP_Classifier).The classification algorithm makes use of the distinction between JEP powerful capabilities, at the same time using the most effective jump Emerging Patterns (SJEP) as the classification is based on, enhanced the algorithm to noise tolerance, reducing the complexity of the algorithm. Experimental results show that, SJEP_Classifier than the CAB and the C4.5 classification algorithm has higher classification accuracy than JEP_Classifier higher efficiency.