libsvm-3.12
所属分类:matlab编程
开发工具:matlab
文件大小:1223KB
下载次数:18
上传日期:2018-08-04 21:19:00
上 传 者:
lgdxjack
说明: libsvm-faruto版本,libsvm-faruto加强工具箱,libsvm-farutoUltimate
版本
(Libsvm-faruto version, libsvm-faruto enhancement toolbox, libsvm-farutoUltimate
Edition)
文件列表:
libsvm-3.12 (0, 2018-08-04)
libsvm-3.12\libsvm-3.12 (0, 2018-08-04)
libsvm-3.12\libsvm-3.12\COPYRIGHT (1497, 2012-01-31)
libsvm-3.12\libsvm-3.12\FAQ.html (72186, 2018-02-08)
libsvm-3.12\libsvm-3.12\Makefile (732, 2012-01-01)
libsvm-3.12\libsvm-3.12\Makefile.win (1087, 2010-09-12)
libsvm-3.12\libsvm-3.12\heart_scale (27670, 2003-07-12)
libsvm-3.12\libsvm-3.12\java (0, 2018-08-04)
libsvm-3.12\libsvm-3.12\java\Makefile (624, 2009-02-18)
libsvm-3.12\libsvm-3.12\java\libsvm (0, 2018-08-04)
libsvm-3.12\libsvm-3.12\java\libsvm\svm.java (62406, 2012-04-01)
libsvm-3.12\libsvm-3.12\java\libsvm\svm.m4 (61755, 2012-02-03)
libsvm-3.12\libsvm-3.12\java\libsvm\svm_model.java (734, 2010-09-12)
libsvm-3.12\libsvm-3.12\java\libsvm\svm_node.java (115, 2003-10-11)
libsvm-3.12\libsvm-3.12\java\libsvm\svm_parameter.java (1288, 2006-03-03)
libsvm-3.12\libsvm-3.12\java\libsvm\svm_print_interface.java (87, 2009-02-18)
libsvm-3.12\libsvm-3.12\java\libsvm\svm_problem.java (136, 2003-10-11)
libsvm-3.12\libsvm-3.12\java\libsvm.jar (50329, 2012-04-01)
libsvm-3.12\libsvm-3.12\java\svm_predict.java (4267, 2009-03-18)
libsvm-3.12\libsvm-3.12\java\svm_scale.java (8944, 2011-05-28)
libsvm-3.12\libsvm-3.12\java\svm_toy.java (12269, 2012-02-03)
libsvm-3.12\libsvm-3.12\java\svm_train.java (8268, 2011-05-28)
libsvm-3.12\libsvm-3.12\java\test_applet.html (81, 2018-02-08)
libsvm-3.12\libsvm-3.12\matlab (0, 2018-08-04)
libsvm-3.12\libsvm-3.12\matlab\Makefile (1499, 2011-05-10)
libsvm-3.12\libsvm-3.12\matlab\libsvmread.c (4014, 2011-08-27)
libsvm-3.12\libsvm-3.12\matlab\libsvmwrite.c (2148, 2011-08-27)
libsvm-3.12\libsvm-3.12\matlab\make.m (799, 2011-09-05)
libsvm-3.12\libsvm-3.12\matlab\svm_model_matlab.c (7722, 2011-08-27)
libsvm-3.12\libsvm-3.12\matlab\svm_model_matlab.h (201, 2011-02-24)
libsvm-3.12\libsvm-3.12\matlab\svmpredict.c (9263, 2011-08-27)
libsvm-3.12\libsvm-3.12\matlab\svmtrain.c (11371, 2011-08-27)
libsvm-3.12\libsvm-3.12\python (0, 2018-08-04)
libsvm-3.12\libsvm-3.12\python\Makefile (32, 2011-05-10)
libsvm-3.12\libsvm-3.12\python\svm.py (8702, 2012-01-15)
libsvm-3.12\libsvm-3.12\python\svmutil.py (8258, 2012-01-15)
libsvm-3.12\libsvm-3.12\svm-predict.c (5381, 2011-02-05)
... ...
SVM faruto version
by faruto
Email:farutoliyang@gmail.com
2009.11.05
==================================
Content:
scaleForSVM:归一化
函数接口:
[train_scale,test_scale,ps] = scaleForSVM(train_data,test_data,ymin,ymax)
====================================
pcaForSVM:pca降维预处理
函数接口:
[train_pca,test_pca] = pcaForSVM(train,test,threshold)
====================================
fasticaForSVM:ica降维预处理
函数接口:
[train_ica,test_ica] = fasticaForSVM(train,test)
====================================
SVMcgForClass:分类问题参数寻找[grid search based on CV]
函数接口:
[bestacc,bestc,bestg] = SVMcgForClass(train_label,train,cmin,cmax,gmin,gmax,v,cstep,gstep,accstep)
SVMcgForRegress:回归问题参数寻优[grid search based on CV]
函数接口:
[mse,bestc,bestg] = SVMcgForRegress(train_label,train,cmin,cmax,gmin,gmax,v,cstep,gstep,msestep)
======================================
psoSVMcgForClass:分类问题参数寻优[pso based on CV]
函数接口:
[bestCVaccuracy,bestc,bestg,pso_option] = psoSVMcgForClass(train_label,train,pso_option)
psoSVMcgForRegress:回归问题参数寻优[pso based on CV]
函数接口:
[bestCVmse,bestc,bestg,pso_option] = psoSVMcgForRegress(train_label,train,pso_option)
=======================================
gaSVMcgForClass:分类问题参数寻优[ga based on CV]
函数接口:
[bestCVaccuracy,bestc,bestg,ga_option] = gaSVMcgForClass(train_label,train,ga_option)
gaSVMcgForRegress:回归问题参数寻优[ga based on CV]
函数接口:
[bestCVmse,bestc,bestg,ga_option] = gaSVMcgForRegress(train_label,train,ga_option)
======================================
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