The accuracy of nonlinear SVM classifier is especially high in all kinds of classifiers, which indicates the potential application of SVM in colonic motility diagnosis.

• 非线性支持向量机取得了较高的准确率, 表明支持向量机在结肠动力疾病的分类诊断中有很大的应用潜力。