LibLinear
来源:互联网 发布:利润差额简算法 编辑:程序博客网 时间:2024/06/06 18:06
http://hi.baidu.com/jakisou/item/8ed10b293fda088e9d63d170
最优化问题分类:
L2-regularized L1-Loss SVM: 二阶正则化一阶损失函数SVM
L2-regularized L2-Loss SVM: 二阶正则化二阶损失函数SVM
L2-regularized Logistic Regression:二阶正则化逻辑回归SVM
L1-regularized L2-loss Support Vector Classification: 一阶正则化二阶损失函数SVC
L1-regularized Logistic Regression:一阶正则化逻辑回归
问题求解:
1. L2-regularized L1- and L2-loss SVM (Solving Dual)
参考论文:
1.1 A Dual Coordinate Descent Method for Large-scale Linear SVM (Dual)
SVMperf解决了L1-Loss SVM
2. L2-regularized Logistic Regression (Solving Primal)
参考论文:
2.1 Trust region Newton method for large-scale logistic regression
http://www.csie.ntu.edu.tw/~cjlin/papers/logistic.pdf
3. L2-regularized L2-loss SVM (Solving Primal)
参考论文:
3.1 LIBLINEAR: A Library for Large Linear Classification
3.2 Coordinate descent method for large-scale L2-loss linear SVM
http://www.csie.ntu.edu.tw/~cjlin/papers/cdl2.pdf 解决了L2-Loss SVM(Primal).
4. Multi-class SVM by Crammer and Singer
参考论文:
4.1 On the learnability and design of output codes for multiclass problems
4.2 LIBLINEAR: A Library for Large Linear Classification
5. L1-regularized L2-loss Support Vector Machines
参考论文:
5.1 LIBLINEAR: A Library for Large Linear Classification
6. L1-regularized Logistic Regression
参考论文:
6.1 LIBLINEAR: A Library for Large Linear Classification
- LibLinear
- liblinear
- Liblinear使用
- LibLinear使用说明
- 编译liblinear
- libsvm liblinear 使用心得
- Liblinear的使用
- Liblinear库编译
- liblinear VS libSVM
- LibLinear(SVM包)
- weka中使用Liblinear
- libsvm, liblinear, svmlight简介
- LIBSVM与LIBLINEAR
- liblinear简单使用说明
- Python interface of LIBLINEAR
- liblinear 与libsvm选择
- LIBSVM与LIBLINEAR
- liblinear实践初步
- 转一篇有关JAVA的内存泄露的文章
- JAVA中string.replace()和string.replaceAll()的区别及用法
- 破解电信定制三星I939D手机的G卡网络锁
- httpclient向HTTPS发送数据建立SSL连接时的异常
- 【C++】如何生成数字连续的文件名
- LibLinear
- FileZilla Server的安装和设置
- 艺术与生活
- (二)UITabBar and UINavigationController基础教程之UITextField键盘隐藏及防止键盘遮挡
- 我希望在软件开发生涯初期就知道的 4 件事
- HDU1150 二分匹配 最少点覆盖=最大匹配数
- ACM题目,输出A/B。如果整除则输出整数,如果不能整除则保留两位小数,除式不成立则输出no。每组输出占一行。
- CSS 图片拼合
- 【ArcGIS API for Flex】GraphicLayer与Graphic