projectData

Generation of 1-dimensional data mapping based on a selected pair of classes

Functions to handle ordinal relations reflected within the feature space. Those function allow to search for ordinal relations in multi-class datasets. One can check whether proposed relations are reflected in a specific feature representation. Furthermore, it provides functions to filter, organize and further analyze those ordinal relations.

Hans Kestler

ORION

Ordinal Relations

L Lausser

LM Schaefer

R Szekely

A Stolnicu

HA Kestler

projectData function

<dl><dt>dataset</dt>
<dd>list containing at least:<dl>
<dt>data</dt>
<dd>Numeric matrix (features x samples)</dd></dl></dd><dt>labs</dt>
<dd>Numeric vector of sample labels</dd><dt>name</dt>
<dd>(optional): dataset name</dd><dt>oldLabs</dt>
<dd>(optional): original categorical sample labels</dd>
</dl>
<dt>comb</dt>
<dd>Numeric vector of length 2 specifying the classes for the data projection</dd>

Arguments

1D data projection — projectData

<dl>

<dt>dataset</dt>
<dd>list containing at least:<dl>
<dt>data</dt>
<dd>Numeric matrix (features x samples)</dd>

<dt>labs</dt>
<dd>Numeric vector of sample labels</dd>

<dt>name</dt>
<dd>(optional): dataset name</dd>

<dt>oldLabs</dt>
<dd>(optional): original categorical sample labels</dd>


</dl></dd>


<dt>comb</dt>
<dd>Numeric vector of length 2 specifying the classes for the data projection</dd>

</dl>

projectData: 1D data projection

Description

Usage

Value

Arguments