Since proximal support vector machine(PSVM) is susceptible to uneven class sizes and is sensitive to outliers and noises in the training set, a robust PSVM was proposed.

• 摘要标准近似支持向量机受类别差异影响和噪声、野值数据干扰较重，使得分类能力不高。