pair_nmi {bullseye}R Documentation

Normalized mutual information

Description

Calculates normalized mutual information for every numeric or factor or mixed variable pair in a dataset.

Usage

pair_nmi(d, handle.na = TRUE, warnings = TRUE, ...)

Arguments

d

A dataframe

handle.na

If TRUE uses pairwise complete observations to calculate normalized mutual information, otherwise NAs not handled.

warnings

If TRUE, generates a warning for datasets of one row, one column, or with constant variables.

...

other arguments

Details

The normalized mutual information is calculated using maxNMI from linkpotter package

Value

A tibble of class pairwise

Examples

if (requireNamespace("linkspotter", quietly = TRUE)) { 
   pair_nmi(iris)
}

[Package bullseye version 1.0.0 Index]