登录
首页 » matlab » 基于PCA的SVM分类

基于PCA的SVM分类

于 2020-06-20 发布 文件大小:77KB
0 270
下载积分: 1 下载次数: 15

代码说明:

  选择“BreastCancer”数据集,使用支持向量机(SVM)对其进行分类。作为对比,第一次对特征集直接进行支持向量机分类,第二次对特征集进行主成分分析法的特征提取后,再对特征提取后的特征集进行支持向量机分类。并且对比和分析了两次分类的结果。(The BreastCancer data set is selected and classified by Support Vector Machine (SVM). For comparison, the first time the feature set is classified directly by support vector machine, the second time the feature set is extracted by principal component analysis, and then the feature set is classified by support vector machine. The results of the two classifications are compared and analyzed.)

文件列表:

基于PCA的SVM分类, 0 , 2019-07-31
基于PCA的SVM分类\BreastCancer_data.xlsx, 42899 , 2018-12-07
基于PCA的SVM分类\BreastCancer_PCA_SVM.m, 618 , 2019-01-03
基于PCA的SVM分类\BreastCancer_SVM.m, 185 , 2018-12-07
基于PCA的SVM分类\代码.doc, 30720 , 2019-01-03
基于PCA的SVM分类\分析.docx, 34989 , 2019-01-03

下载说明:请别用迅雷下载,失败请重下,重下不扣分!

发表评论

0 个回复

  • HUTear.ps
    听觉模型的仿真软件,很好用的ear模型,HUTear模型(Auditory model simulation software, the good ear model, HUTear model)
    2010-12-22 16:14:09下载
    积分:1
  • cdma_power-control
    CDMA移动通信系统功率控制算法的MATLAB仿真实现(power control)
    2012-04-19 19:52:06下载
    积分:1
  • TranslateToolsV1.3
    能够实现调用GP工具,功能解释详细,功能强大,实现简单,说明简要(Can realize the calls to the GP tool, detailed, powerful, simple function of interpretation, brief)
    2014-01-24 21:44:37下载
    积分:1
  • Aerodynamic Force
    飞机气动力计算的程序,根据实际参数估算不同飞行状态下的气动力系数。(The aerodynamics calculation program, used to estimate aerodynamic coefficients under different flight conditions.)
    2017-12-01 13:06:48下载
    积分:1
  • kmeansaa
    此计划获得的图像和desidered一些分区和认定的手段的不同类别,并提供clasified形象(This program gets an image and the desidered number of partitions and finds the means of the different classes and provides a clasified image )
    2009-05-06 20:31:47下载
    积分:1
  • RSA
    this program is cryptosystem use RSA
    2015-02-08 09:12:02下载
    积分:1
  • ukf_bicycle-matlab
    说明:  基于UKF的自行车状态估计matlab程序实现(Realization of Bicycle State Estimation Based on UKF with MATLAB Program)
    2020-10-03 00:37:46下载
    积分:1
  • lagrange-
    说明:  拉格朗日多项式插值计算,可以用语内插卫星精密星历的卫星坐标(Lagrange polynomial interpolation can be inserted within the terms of precision satellite coordinates of the satellite ephemeris)
    2011-04-17 12:30:59下载
    积分:1
  • PCA_MLSR
    采用主成分分析法,用于筛选数据库中效率较高的成分(Using principal component analysis for the screening of the database more efficient ingredients)
    2011-06-28 10:45:26下载
    积分:1
  • maghalepwm
    simulink file for controlin buck converter by pwm method
    2014-08-22 18:07:21下载
    积分:1
  • 696516资源总数
  • 106914会员总数
  • 0今日下载