Description: 模式识别matlab工具箱,包括SVM,ICA,PCA,NN等等模式识别算法,很有参考价值-pattern recognition Matlab toolbox, including SVM, ICA, PCA, NN pattern recognition algorithms, and so on, of great reference value Platform: |
Size: 630784 |
Author:zsq |
Hits:
Description: 这是一个svm对图像分类的论文，很值得一看
基于SVM的图像分类算法与实现，他还说有具体的实现，很棒-This is a SVM for image classification of the papers, it is worth a visit SVM-based image classification algorithms and realize, he said concrete has achieved great Platform: |
Size: 136192 |
Author: |
Hits:
Description: C4.5算法有如下优点：产生的分类规则易于理解，准确率较高。其缺点是：在构造树的过程中，需要对数据集进行多次的顺序扫描和排序，因而导致算法的低效。此外，C4.5只适合于能够驻留于内存的数据集，当训练集大得无法在内存容纳时程序无法运行。-C4.5 algorithm has the following advantages: the classification rules easier to understand, accurate and a higher rate. Its shortcomings are as follows: in the tree structure, the need for a number of data sets the order of scanning and sorting, thus leading to inefficient algorithms. In addition, C4.5 can only be applied to the presence of a data set in memory, when the training set too great to accommodate in memory when the program can not run. Platform: |
Size: 1024 |
Author:xinyuanwo |
Hits:
Description: 该程序包实现了几个常用的模式识别分类器算法，包括K近邻分类器KNN、线性判别方程LDF分类器、二次判别方程QDF分类器、RDA规则判别分析分类器、MQDF改进二次判别方程分类器、SVM支持向量机分类器。 主程序中还有接口调用举例，压缩包中还有两个测试数据集文件。-The package to achieve a number of commonly used pattern recognition classifier algorithms, including K neighbor classifier KNN, linear discriminant equation LDF classifier, quadratic discriminant equation QDF classifier, RDA rules of discriminant analysis classifier, MQDF improve the quadratic discriminant equation classifier, SVM Support Vector Machine classifier. Also call the main program interface, for example, compressed package there are two test data sets document. Platform: |
Size: 100352 |
Author:tangxiaojun |
Hits:
Description: 综合的微粒群智能分类算法，考虑了不同的学习因子，可根据不同的数据特点进行选择。-Particle Swarm integrated intelligent classification algorithms, taking into account different learning factor, according to the characteristics of different data selection. Platform: |
Size: 52224 |
Author:sally |
Hits:
Description: 对多类点进行分类，有图像界面，使用了多种分类算法-Points to the many types of classification, there are graphical interfaces, using a variety of classification algorithms Platform: |
Size: 131072 |
Author:夏雨 |
Hits:
Description: 光流法原理及代码 主要的几种分类和算法介绍-Principle of optical flow method and code the major algorithms of several classification and description Platform: |
Size: 8192 |
Author:小明 |
Hits:
Description: 基于VC的各种聚类和分类算法程序。
手写数字或者打开已有的手写数字图像后，在右视图空白处，单击鼠标左键，激活右视图，选择菜单中的各种分类算法，可以对手写数字进行分类。有模板匹配分类器、Bayes分类器、线性函数分类法、非线性分类法、神经网络分类器。
在左视图上单击鼠标左键，可获得3种数据源：标准数字聚类、手画图形聚类、位图文件分析聚类。可以进行特征提取、模糊聚类和遗传算法。-VC-based clustering and classification algorithm for a variety of procedures. Handwritten numbers or open an existing handwritten digital images, the empty space in the right view, click the left mouse button to activate the right view, select the menu, the various classification algorithms can be handwritten digits classification. There template matching classifier, Bayes classifier, a linear function of classification, non-linear classification, neural network classifier. In the left view, click the left mouse button, access to three kinds of data sources: a standard digital cluster, hand-painted graphics clustering, clustering analysis of bitmap file. Can feature extraction, fuzzy clustering and genetic algorithm. Platform: |
Size: 3179520 |
Author:ft5272633 |
Hits:
Description: 用于文本分类的朴素贝叶斯分类算法，包括代码和测试数据-Naive Bayesian Text Classification for classification algorithms, including the code and test data Platform: |
Size: 2326528 |
Author:王佳 |
Hits:
Description: Classification MatLab Toolbox一个很好的图像处理界面，它能够使用很多算法进行模式识别分类-Classification MatLab Toolbox a good image processing interface, it can use many algorithms for pattern recognition classification Platform: |
Size: 630784 |
Author:秦风 |
Hits:
Description: 对SVM多类分类算法进行了研究，总结了不同分类算法的优缺点。接下来本文提出了基于GA(遗传算法)和KNN(K近邻)的SVM多类分类算法-The SVM multi-class classification algorithms studied, summed up the advantages and disadvantages of different classification algorithms. The next paper, based on GA (genetic algorithm) and KNN (K neighbors) of the SVM multi-class classification algorithm
Platform: |
Size: 620544 |
Author:zhangxiang |
Hits:
Description: 分类算法是统计学分类方法，它是一类利用概率统计知识进行分类的算法。在许多场合，朴素贝叶斯(Naï ve Bayes，NB)分类算法可以与决策树和神经网络分类算法相媲美，该算法能运用到大型数据库中，且方法简单、分类准确率高、速度快。-The classification algorithm is the statistical classification, it is a knowledge of probability and statistics classification algorithm. On many occasions, the naive Bayes classification algorithms (Naï ve Bayes, NB) can be comparable with the decision tree and neural network classification algorithm, the algorithm can be applied to large databases, and the method is simple, accurate classification rate, speed. Platform: |
Size: 21504 |
Author:天龙 |
Hits:
Description: 各种分类算法都包括在里面,有SVAR,ADMM等,在运用时,只需要调用就可以了。-Various classification algorithms are included in the inside, there SVAR, ADMM, etc., in the use, you only need to call on it. Platform: |
Size: 3937280 |
Author:yuyu |
Hits:
Search - classification algorithms