-
Character-Recognition(Lib-SVM)
支持向量机的研究现已成为机器学习领域中的研究热点,其理论基础是Vapnik[3]等提出的统计学习理论。统计学习理论采用结构风险最小化准则,在最小化样本点误差的同时,缩小模型泛化误差的上界,即最小化模型的结构风险,从而提高了模型的泛化能力,这一优点在小样本学习中更为突出。SVM理论正是在这一基础上发展而来的,经过十几年的研究和发展,已开始逐步应用于一些领域。在解决小样本、非线性及高维模式识别问题中表现出许多特有的优势,已经在模式识别、函数逼近和概率密度估计等方面取得了良好的效果。( Support Vector Machine (SVM) is a new machine learning technique in recent years developed based on statistical learning theory (SLT). It wins popularity due to many attractive features and emphatically performance in the fields of nonlinear and high dimensional pattern recognition. The theory and algorithm of SVC is studied at first, then, simulation is to recognize handwritten numeral with the Lib-SVM toolbox. At last, we study the result, which shows that the SVC can do the classification problem with good performance, shorter operation time and is more suitable for real-time implementation.)
- 2011-05-22 08:57:15下载
- 积分:1
-
naiveGaussianPyramid
说明: 彩色图像的高斯金字塔,通过修改ReductionFactor参数来实现不同阶层的金字塔(Color image of the Gaussian pyramid, by modifying the ReductionFactor parameter to achieve different levels of the pyramid)
- 2011-04-11 16:29:08下载
- 积分:1
-
trajectory-analysis
Matlab编写的弹道分析算法-MATLAB源代码(Trajectory analysis algorithms written in Matlab-MATLAB source code)
- 2011-06-29 13:22:12下载
- 积分:1
-
Tutorial01_matlabsimulink
Tutorial for matlab simulink
- 2013-02-26 17:14:58下载
- 积分:1
-
MatLab-7-Programming
matlab7 the language of technical computing编程方法大全。(matlab books)
- 2013-04-16 20:52:33下载
- 积分:1
-
vad
基于双门限比较法的端点检测程序,使用matlab7编写!(Comparison method based on double threshold endpoint testing procedures, the use matlab7 write!)
- 2010-09-14 11:15:17下载
- 积分:1
-
clean
This is a matlab code for scalart algorithm implementation (noise straction)
- 2010-01-16 03:59:17下载
- 积分:1
-
pdf00002
应用遗传算法与类神经网络于混沌系统之辨识.pdf(application of genetic algorithms and neural networks in the chaotic system of identification. Pdf)
- 2007-04-03 23:06:50下载
- 积分:1
-
cuckoo_search
cuckoo search an evolutionary algorithm in optimization technique
- 2011-10-12 13:21:14下载
- 积分:1
-
RubyonRails
Ruby on rails 实践 代码 帮助你学习ror开发(Ruby on rails ror practice code developed to help you learn)
- 2010-12-30 11:03:26下载
- 积分:1