reliefcont {dprep}R Documentation

Feature selection by the Relief Algorithm for datasets with only continuous features

Description

This function applies Relief to datasets containing only continuous attributes.

Usage

reliefcont(data, nosample, threshold,repet)

Arguments

data

The name of the dataset

nosample

The size of the sample drawn and use to update the relevance of the features

threshold

The threshold for choosing the relevant features.

repet

The number of repetitions. It is recommended to use at most 10 repetitions. When nosample=number of instances use repet=1.

Author(s)

Edgar Acuna

See Also

relief


[Package dprep version 3.1.1 Index]