f_dominate

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_dominate function

<dl><dt>x_main</dt>
<dd>Target class samples.</dd>
<dt>x_other</dt>
<dd>Non-target class samples.</dd>
<dt>proportion</dt>
<dd>proportion of covered samples. A real number between \((0,1]\).
1 by default. Smaller numbers results in less dominant samples.</dd>
<dt>p_of</dt>
<dd>roportion to increase cover radius. A real number between
\((0,\infty)\). Default is 0. Higher values tolerate other classes more.</dd></dl>

Arguments

Author

Determining cover balls — f_dominate

<dl>

<dt>x_main</dt>
<dd>Target class samples.</dd>


<dt>x_other</dt>
<dd>Non-target class samples.</dd>


<dt>proportion</dt>
<dd>proportion of covered samples. A real number between \((0,1]\).
1 by default. Smaller numbers results in less dominant samples.</dd>


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

</dl>

f_dominate: Determining cover balls

Description

Usage

Value

Arguments

Author

Details