GRP and neoplasm: According to our results, the performance of ANN-2 and SVM-2 models were superior to C5.0-2 by AUC comparison, which was established with 14 features of epidemiological and clinical data, and 5 serum tumor markers of ProGRP, VEGF, CEA, CYFRA21-1and NSE from 286 samples.