摘要
针对概念设计创新度评价这一问题,本文首先提取概念设计中手机实体的外观造型特征,将特征量化后作为测试样本,然后利用一种改进的支持向量机分类器Shear-SVC-KNN进行评价,取得的评价结果准确率较高,效果较好。
As for the evaluation of the creative degree in conceptual design, firstly, the paper extracts the qualified characteristics of the mobile telephone outline, rescales all characteristics with the specified range as the train samples, and evaluates the creativity degree of the conceptual design of the mobile telephone outline by using a reformative classification method Shear - SVC - KNN based on SVMs. The experiment shows that the result of evaluation is accurate and the conclusion of this experiment is satisfactory.
基金
山东省创新设计软构件与集成系统项目基金资助(03BS003)
关键词
统计学习理论
支持向量机分类器
概念设计评价
K最近邻
statistical leaming theory
support-vector-machine classification
concept design evaluation
K- Nearest Neighbor(KNN)