f_relocate

Relocates oversampled data from a specific oversampling method to
cover area determined by pure and proper class cover catch digraphs (PCCCD).
It prevents any data to be generated in class overlapping area.

Fatih Saglam

imbalanceDatRel

Relocated Data Oversampling for Imbalanced Data Classification

f_relocate function

<dl><dt>x_pos_dominant</dt>
<dd>positive class dominant sample matrix or dataframe</dd>
<dt>x_syn</dt>
<dd>synthetically generated positive class sample matrix or dataframe</dd>
<dt>radii_pos_dominant</dt>
<dd>positive class dominant sample radii</dd>
<dt>p_of</dt>
<dd>proportion to increase cover radius. A real number between
\((0,\infty)\). Default is 0. Higher values tolerate other classes more.</dd></dl>

Arguments

Author

Relocation function — f_relocate

<dl>

<dt>x_pos_dominant</dt>
<dd>positive class dominant sample matrix or dataframe</dd>


<dt>x_syn</dt>
<dd>synthetically generated positive class sample matrix or dataframe</dd>


<dt>radii_pos_dominant</dt>
<dd>positive class dominant sample radii</dd>


<dt>p_of</dt>
<dd>proportion to increase cover radius. A real number between
\((0,\infty)\). Default is 0. Higher values tolerate other classes more.</dd>

</dl>

f_relocate: Relocation function

Description

Usage

Value

Arguments

Author