drop_geometry_column

Replicates the functionality of <code>\link[sf]{st_drop_geometry}</code> without depending on the <code>sf</code> package.

internal

System for seamless management of multicollinearity in data frames
with numeric and/or categorical variables for statistical analysis and
machine learning modeling. The package combines bivariate correlation
(Pearson, Spearman, and Cramer's V) with variance inflation factor analysis,
target encoding to transform categorical variables into numeric (Micci-Barreca, D. 2001
<DOI:10.1145/507533.507538>), and a flexible
feature prioritization method, to deliver a comprehensive
multicollinearity management tool covering a wide range of use cases.

Blas M. Benito

collinear

Seamless Multicollinearity Management

drop_geometry_column function

<dl><dt>df</dt>
<dd>(required; data frame or matrix) Input data frame. Default: NULL</dd></dl>

Arguments

Author

Removes geometry column in sf data frames — drop_geometry_column

<dl>

<dt>df</dt>
<dd>(required; data frame or matrix) Input data frame. Default: NULL</dd>

</dl>

drop_geometry_column: Removes geometry column in sf data frames

Description

Usage

Value

Arguments

Author