登录
首页 » matlab » project1_code

project1_code

于 2015-03-09 发布 文件大小:363KB
0 256
下载积分: 1 下载次数: 31

代码说明:

  这是matlab编写的3个常用机器学习分类器代码。其中包括了: 1)PCA 分类其;2)LDA分类器:3)naive贝叶斯分类器。 3个算法的实现参考了《Introduction to Machine Learning》。 除了这3个分类算法的实现外,代码里面还包含了用于测试的main.m 主程序和一个实验的简要报告。实验在著名数据集acoustic_train_data 上进行。(This source code includes the implementation of three famous classifiers in machine learning. They are 1) PCA, 2) LDA and 3) Naive Bayesian. The detail theory behind these classifier can be found text book . Besides the implementation of these 3 algorithms, the main.m for testing and a brief testing report is also included. (The testing is on data set acoustic_train_data) Enjoy:))

文件列表:

BayesTesting.m,771,2012-11-01
BayesTraining.m,694,2012-11-01
code report.doc,7553513,2015-03-09
LDAnalysis.m,866,2012-11-01
main.m,4939,2012-11-01
PCA.m,596,2012-11-01
readme.txt,248,2012-11-01
RLDAnalysis.m,860,2012-11-01

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

  • 8
    说明:  matlab科学计算继续上传,一共10个章节,由浅入深,几乎包括了绝大部分的科学计算方法以及仿真。本人把部分算法做了优化,更为完善(matlab scientific computing continue to upload, a total 10 chapters, easy-to-digest, almost, including most of the scientific method of calculation and simulation. I have done a part of algorithm optimization, a more perfect)
    2008-12-25 16:31:16下载
    积分:1
  • Two-Category_Classifier
    This Two-Category Classifier Using Discriminant Functions to separeate two classes. The Classifier is designed on classes which has two feature vectors and other case it has one feature vector.
    2008-03-16 13:43:18下载
    积分:1
  • Gearbox-kinematic-modeling
    gearing box kinematic model
    2012-04-04 14:21:44下载
    积分:1
  • NN_UKF
    神经网络(NN)结合无迹卡尔曼滤波(UKF)实现状态预测,使用的是matlab,需要结合其他理论学习,压缩包中有相应的链接,其他可自行下载(Neural Networks (NN) combine unscented Kalman filter (UKF) implement state prediction, using matlab, requires a combination of other theories of learning, compressed package the appropriate link to download other)
    2015-11-16 01:11:11下载
    积分:1
  • pca1
    主成份分析的MATLAB源代码。一起学习。(principal component analysis of MATLAB source code. Learning together.)
    2007-04-15 16:36:28下载
    积分:1
  • BinaryTrees
    Binary tree example in C++
    2014-09-30 11:56:13下载
    积分:1
  • hrr_profile
    说明:  使用步频信号生成距离像,包含变量频率步数,频率差,散射体数量,距离元,散射体移动速度,来生成散射体的距离像。(Step-frequency signal generated using the range image that contains the variable frequency step, frequency difference, the number of scattering from the element, scattering body speed, to generate the scattering of Range.)
    2010-04-28 22:24:36下载
    积分:1
  • L1_magic
    程序包包括了求解稀疏信号重构的凸优化方法。具体实现了基于 primal-dual 的线性规划方法(LPs)和基于 log-barrier 的二阶锥规划方法(SOCPs)。(Sparse signal recovery via convex programming is given in the pakage. The Lps are using generic primal-dual method, and the SOCPs are solved with a generic log-barrier algorithm. )
    2012-04-17 22:23:44下载
    积分:1
  • Vega
    varius progams to genreate verius programs
    2013-11-25 03:24:40下载
    积分:1
  • m_ary_modulation
    A matlab script to generate scatter plot for the M-ary Modultaion. it asks user to input the value of: M-ary, SNR(in db), number of binary carriers
    2013-05-15 09:28:56下载
    积分:1
  • 696516资源总数
  • 106914会员总数
  • 0今日下载