A new classifying prediction method based on least squares support vector machines is proposed for the problem of classification with uneven class sizes and different costs of misclassification.

• 摘要针对不同类别样本数差异和不同误分代价的分类问题，提出了一种基于最小二乘加权支持向量机的分类预测方法。