Through the analysis of SVM principle, convex hull theory is used for supporting vector machines, with acme-set of convex hull replacing the entire sample set for training, and then IRIS data set is used to do the simulation.
通过对以上内容的分析和总结,根据样本凸壳顶点对本类样本分类具有代表性并且数量很少的特性,将凸壳理论应用到支持向量分类机中,提出利用凸壳顶点集代替整个样本集来训练,从而达到减少存储空间,同时提高学习速度的目的。
参考来源 - 凸壳理论在支持向量分类机中的应用·2,447,543篇论文数据，部分数据来源于NoteExpress
N-SING The acme of something is its highest point of achievement or excellence. 极点 [正式] [usu 'the' N 'of' n]
His work is considered the acme of cinematic art.
他的作品被认为是电影艺术的巅峰。
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