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Description: 是一種線性方成的分類器。SVM透過統計的方式將雜亂的資料以NN的方式分成兩類，以便處理。LIBLINEAR is a linear classifier for data with millions of instances and features. It supports L2-regularized logistic regression (LR), L2-loss linear SVM, and L1-loss linear SVM. -Main features of LIBLINEAR include
Same data format as LIBSVM, our general-purpose SVM solver, and also similar usage
Multi-class classification: 1) one-vs-the rest, 2) Crammer & Singer
Cross validation for model selection
Probability estimates (logistic regression only)
Weights for unbalanced data
MATLAB/Octave, Java interfaces
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Size: 521216 |
Author: 陳彥霖 |
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Description: 快速的Linear SVM: liblinear-Fast linear svm
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Size: 216064 |
Author: yuyinan |
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Description: 经典随机梯度下降SVM，一个简单易读的线性分类器代码，执行速度快，分类准确率也不错，适用于大规模图像分类。-The classic stochastic gradient descent SVM, a linear classifier code easier to read, faster execution speed, good classification accuracy, suitable for large-scale image classification.
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Size: 333824 |
Author: 小小 |
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Description: Liner SVM for text query JAVA
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Size: 7168 |
Author: Somnath |
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Description: 线性SVM分类代码，线性分类快速准确，如果数据量大则需要内存较大-Linear SVM classification code, fast and accurate linear classification, the large amount of data you need to memory
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Size: 350208 |
Author: Alex Lee |
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Description: 此文件为SVM的线性工具包，为matlab编程的重要工具包，里面包含visual c++文件，在调用时需先安装visual c++相关软件。-
This tool provides a simple interface to LIBSVM, a library for support vector
machines.the Liblinear paackage for linear SVM.
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Size: 96256 |
Author: lewis chan |
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Description: 这是一个线性svm分类算法，可以用来对许多类数据进行划分-this is an liblinear svm method，we can divide classes
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Size: 355328 |
Author: 程小青 |
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Description: libsvm 的源码提供给用户使用，代码提供了很详细的svm函数说明-libsvm source code available to users, the code provides a very detailed description of the function svm
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Size: 41984 |
Author: youlinglang |
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Description: 线性SVM分类代码，线性分类快速准确，如果数据量大则需要内存较大-Linear SVM classification code, linear classification quickly and accurately, if a large amount of data you need to memory
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Size: 352256 |
Author: derek |
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Description: window下的文本分类工具tmSVM，该系统在封装 libsvm 、 liblinear 的基础上，又增加了 特征选择 、 LSA特征抽取 、 SVM模型参数选择 、 libsvm格式转化模块 以及一些实用的工具。-Text categorization tool tmSVM under the window, the system on the basis of encapsulation libsvm, liblinear, added feature selection, LSA feature extraction, the SVM model parameter selection, libsvm format conversion module As well as some practical tool.
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Size: 3625984 |
Author: kailun |
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Description: liblinear1.94支持向量机的分类器-liblinear SVM classifier
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Size: 343040 |
Author: 梁宇 |
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Description: Libsvm和Liblinear都是国立台湾大学的Chih-Jen Lin博士开发的，Libsvm主要是用来进行非线性svm 分类器的生成，提出有一段时间了，而Liblinear则是去年才创建的，主要是应对large-scale的data classification，因为linear分类器的训练比非线性分类器的训练计算复杂度要低很多，时间也少很多，而且在large scale data上的性能和非线性的分类器性能相当，所以Liblinear是针对大数据而生的。(Libsvm and Liblinear are the national National Taiwan University's Dr. Lin Chih-Jen development, Libsvm is mainly used to generate nonlinear SVM classifier, is proposed for a long time, while Liblinear was created last year and it is mainly to deal with the large-scale data classification, for linear classifier training than nonlinear classifier training to computational complexity much less, a lot less time, and the performance of the classifier performance and nonlinear large scale data in the Liblinear, so for big data and health.)
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Size: 409600 |
Author: holidayM
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