SelectResult-class: Container for Storing Feature Selection Results

Description Constructor Summary Author(s) Examples

Description

Contains the ranked indices or names of features, from most discriminative to least discriminative and a list of indicies of feature selected for use in classification. This class is not intended to be created by the user, but could be used in another package.

Constructor

SelectResult(datasetName, selectionName, rankedFeatures, chosenFeatures)

datasetName

A name associated with the dataset used.

selectionName

A name associated with the classification.

rankedFeatures

Indices or names of all features, from most to least discriminative.

chosenFeatures

Indices or names of features selected at each fold.

Summary

A method which summarises the results is available. result is a SelectResult object.

show(result)Prints a short summary of what result contains.

Author(s)

Dario Strbenac

Examples

1
    SelectResult("Melanoma", "Moderated t-test", list(1:50), list(1:10))


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