基于Borda规则的分类器组合方法及其在手写字符识别中的应用

Borda-Rule-Based Combination of Multiple Classifiers and Its Application to Handwritten Digits Recognition

提出了一种基于Borda规则的分类器组合方法。该方法将分类器组合问题看成多目标多人决策问题,是一种基于类别排序的方法。在标准手写数字数据集上对该算法进行了实验研究,证实该算法的识别率较单个分类器有明显提高,具有深入研究的价值。

This paper presents an approach based on Borda rule to combine multiple classifiers. In this method, the combination is regarded as multi-objective many-person decision making problem, which is based on class ranking. Furthermore this proposed method is utilized for recognizing handwritten digits, as a result, it effectively enhances the learning abilities compared to three individual classifiers. The results of the experiments show that this method is worth further researching.