特征选择算法FEAST-V2.0.0(matlab)

上传者: pagecollins | 上传时间: 2019-12-21 20:25:39 | 文件大小: 80KB | 文件类型: zip
FEAST算法是特征选择算法的一种,全称叫a FEAture Selection Toolbox for C and MATLAB算法,FEAST 提供了基于共同信息的滤波特征选择算法的实现,通过特征选择,可以帮助我们筛选出有用的特征,减少模型训练时间。 函数已经打包好,在matlab中直接调用即可,输入想要的特征个数,会自动返回最优的特征,并且会有一个从优到劣的排序。 这是2017年更新的最新版本v2.0.0的全部源代码。

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( 45 个子文件 80KB ) 特征选择算法FEAST-V2.0.0(matlab)
FEAST-2.0.0
.gitignore 221B
matlab
feast.m 3.58KB
WMIM.m 485B
WeightedFSToolboxMex.c 8.93KB
MIM.m 439B
CompileFEAST.m 795B
testFSToolbox.m 3.45KB
FCBF.m 1.49KB
RELIEF.m 1.43KB
FSToolboxMex.c 13.90KB
weighted_feast.m 1.88KB
Makefile 3.67KB
src
WeightedDISR.c 7.81KB
WeightedJMI.c 7.35KB
WeightedMIM.c 5.62KB
WeightedCondMI.c 6.79KB
CondMI.c 6.76KB
DISR.c 7.74KB
WeightedCMIM.c 6.55KB
mRMR_D.c 7.40KB
MIM.c 5.61KB
BetaGamma.c 8.31KB
JMI.c 7.38KB
ICAP.c 7.75KB
CMIM.c 6.96KB
feast.bib 3.69KB
LICENSE 1.85KB
java
src
native
craigacp_feast_FEAST.h 759B
FEASTJNIUtil.c 280B
WeightedFEASTJNI.c 6.50KB
FEASTJNI.c 9.13KB
craigacp_feast_WeightedFEAST.h 575B
FEASTJNIUtil.h 201B
main
java
craigacp
feast
WeightedFEAST.java 5.22KB
ScoredFeatures.java 2.44KB
FEASTUtil.java 4.20KB
Dataset.java 2.28KB
FEAST.java 5.94KB
Test.java 13.07KB
pom.xml 950B
README.md 1.09KB
README.md 4.34KB
include
FEAST
WeightedFSAlgorithms.h 7.04KB
FSAlgorithms.h 9.49KB
FSToolbox.h 2.69KB
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