featureRankedList: Processed output data after using the function named...
In pijush1285/sigFeature: sigFeature: Significant feature selection using SVM-RFE & t-statistic
Description
Usage
Format
Details
Value
Source
References
Examples
Description
The variable "featureRankedList" contains the output of
the function named "svmrfeFeatureRanking()".
Usage
1
data("featureRankedList")
Format
1
2
Details
To solve the classification problem with the help of ranking the
features an algorithm was proposed by Guyon named SVM-RFE. In this
algorithm the dataset has been trained with SVM linear kernel model
and removed the feature with smallest ranking criterion. This criterion
is the w value of the decision hyperplane given by the SVM.
Value
featureRankedList
returns the feature list.
Source
http://www.uccor.edu.ar/paginas/seminarios/Software/SVM-RFE.zip
References
Guyon, I., et al. (2002) Gene selection for cancer classification
using support vector machines, Machine learning, 46, 389-422.
Examples
1
2
data(featureRankedList)
## maybe str(featureRankedList) ; plot(featureRankedList) ...
pijush1285/sigFeature documentation built on Sept. 11, 2021, 1:02 p.m.
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Description Usage Format Details Value Source References Examples
Description
The variable "featureRankedList" contains the output of the function named "svmrfeFeatureRanking()".
Usage
1 | data("featureRankedList")
|
Format
1 2 |
Details
To solve the classification problem with the help of ranking the features an algorithm was proposed by Guyon named SVM-RFE. In this algorithm the dataset has been trained with SVM linear kernel model and removed the feature with smallest ranking criterion. This criterion is the w value of the decision hyperplane given by the SVM.
Value
featureRankedList |
returns the feature list. |
Source
http://www.uccor.edu.ar/paginas/seminarios/Software/SVM-RFE.zip
References
Guyon, I., et al. (2002) Gene selection for cancer classification using support vector machines, Machine learning, 46, 389-422.
Examples
1 2 | data(featureRankedList)
## maybe str(featureRankedList) ; plot(featureRankedList) ...
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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