基于LS-SVM的NBA前锋/中锋球员综合能力评价

An Evaluation of NBA Forwards′/Centers′ Comprehensive Capability Based on LS-SVM

为了评价现役NBA前锋/中锋球员的综合能力,先利用SPSS16.0软件对36位NBA前锋/中锋球员进行聚类分析,然后根据聚类结果,利用MATLAB软件,构建了基于LS-SVM的球员能力评价模型,对36位球员的综合能力进行评价,结果表明:该模型在球员能力的评价上具有较高的精度、较好的拟合效果,是一种科学可行的评价方法.

With Software SPSS 16.0, a cluster analysis of the comprehensive capability of 36 active duty NBA forwards/centers is given. The outcome of the clustering is then processed with Software MATLAB, the result of which is the establishment of a player capability evaluation model based on LS - SVM. The outcome of evaluation shows that the new model features high precision and satisfactory fitting effect and is a scientific and feasible evaluation method.