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mcKLR_mckNN
- This package includes two approaches to multi-class cost-sensitive learning, that is, mcKLR and mckNN. The descr iption of mcKLR can be found in our TPAMI paper and CVPR'08 paper; the descr iption of mckNN can be found in our TPAMI paper. Both approa
svm_matlab_3classes 基于支持向量机的多类分类
- 一个很不错的基于支持向量机的多类分类的matlab程序。-Based on a very good multi-class support vector machine classification of the matlab program.
libsvm-2.88.rar
- LIBSVM 是台湾大学林智仁 (Chih-Jen Lin) 博士等开发设计的一个操作简单、易于使用、快速有效的通用 SVM 软件包，可以解决分类问题（包括 C- SVC 、n - SVC ）、回归问题（包括 e - SVR 、 n - SVR ）以及分布估计（ one-class-SVM ）等问题，提供了线性、多项式、径向基和 S 形函数四种常用的核函数供选择，可以有效地解决多类问题、交叉验证选择参数、对不平衡样本加权、多类问题的概率估计等。,LIBSVM is林智仁Taiwan Univ
stprtool.rar
- 统计模式识别工具箱（Statistical Pattern Recognition Toolbox）包含： 1，Analysis of linear discriminant function 2，Feature extraction: Linear Discriminant Analysis 3，Probability distribution estimation and clustering 4，Support Vector and other Kernel Machines,
ocksvm
- 用超球面支持向量机进行多类分类,每个超球面覆盖一个类-Hypersphere support vector machines using multi-class classification
SVM-classifier
- 用matlab实现非线性支持向量机分类器对多类进行分类。-Using matlab to achieve non-linear support vector machine classifier for multi-class classification.
bayesianMLP
- Bayesian Multi Layer Perceptron Neural Network
SVM
- In this paper, we show how support vector machine (SVM) can be employed as a powerful tool for $k$-nearest neighbor (kNN) classifier. A novel multi-class dimensionality reduction approach, Discriminant Analysis via Support Vectors (SVDA), is in
2-Class
- 多类划分 matlab中使用数据挖掘的实例一个 方便新人参考-Matlab data mining multi-class classification
SPIDER_mclass
- Multi-class Coding (adapted from from LS-SVM for SPIDER). Encode (code_MOC, code_ECOC, code_OneVsAll, code_OneVsOns) and decode (codedist_hamming, codedist_bay) a multi-class classification task into multiple binary classifiers.
matlab-impedance
- 通过Matlab编程计算实现的多类微波传输线阻抗在不同条件下阻抗值的计算.-Matlab programming by calculation of the multi-class microwave transmission line impedance under different conditions impedance calculations.
Mean_C-based_multi-class_pattern_recognition
- 基于C均值的多类模式识别，满足正态分布的样本进行分类训练。-Mean C-based multi-class pattern recognition, classification of samples to meet the normal training.
bsvm-multisvm
- 一个多分类支持向量机的文件，可直接运行，并且可以多数据进行多重分类，十分好用-A multi-class support vector machine files can be directly run, and can make multiple multiple data classification, is very easy to use
RescaleNew
- 这个包包括了一个多类代价敏感学习方法Rescalenew。这是一个通用的方法,如instance-weighting, sampling, threshold-moving等。-This package includes a multi-class cost-sensitive learning method Rescalenew. This is a general method which can be realized in many ways such as instance-weigh
LS-SVMlab1.5(advanced)
- 最小二乘支持向量机算法程序，可用于解决多类分类问题-Least squares support vector machine procedures that can be used to solve multi-class problem
LSSVM
- 最小二乘支持向量机，主要用于多类别分类，包含matlab程序-Least squares support vector machine for multi-class classification, including matlab program
gentleboost
- 温柔的形变模型分类器和两个不同的weak-learners决定树桩和感知。 问题是进行多层次的one-vs-all策略-Gentle AdaBoost Classifier with two different weak-learners : Decision Stump and Perceptron. Multi-class problem is performed with the one-vs-all strategy
clustering
- 使用K-means，混合高斯模型（GMM），层次聚类算法实现的多类别数据的聚类。内含详细的实验报告。-Using K-means, Gaussian mixture model (GMM), hierarchical clustering algorithm to achieve multi-class data clustering. Including a detailed lab report.
SVM-function-available
- 可以实现SVM函数曲线拟合，支持向量机曲线逼近，多类分类等等强大功能，无需修改源程序，直接可用-The SVM function curve fitting, support vector machines curve approximation, powerful multi-class classification, etc., without modifying the source code directly available
Multi-class
- 监督学习多分类matlab实现，源码及讲解，很好的学习资料-Multi-supervised learning classification matlab realization, source code and explanation, good learning materials