default_dist_funs: Default feature dissimilarity functions
In RAFS: Robust Aggregative Feature Selection
default_dist_funs R Documentation
Default feature dissimilarity functions
Description
As used in run_rafs.
Usage
default_dist_funs
Format
An object of class list of length 3.
Details
The default functions compute:
Pearson's correlation (cor: cor_dist),
Variation of Information (vi: vi_dist) and
Symmetric Target Information Gain (stig: stig_dist).
These functions follow a similar protocol to default_fs_fun.
They expect the same input except for the assumption that the data passed in is relevant.
Each of them outputs a matrix of distances (dissimilarities) between features.
See also builtin_dist_funs.
RAFS documentation built on April 3, 2025, 5:27 p.m.
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| default_dist_funs | R Documentation |
Default feature dissimilarity functions
Description
As used in run_rafs.
Usage
default_dist_funs
Format
An object of class list of length 3.
Details
The default functions compute:
Pearson's correlation (cor: cor_dist),
Variation of Information (vi: vi_dist) and
Symmetric Target Information Gain (stig: stig_dist).
These functions follow a similar protocol to default_fs_fun.
They expect the same input except for the assumption that the data passed in is relevant.
Each of them outputs a matrix of distances (dissimilarities) between features.
See also builtin_dist_funs.
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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