scagIndex

mineIndex

mineIndexE

holesR

cmassR

These are convenicence functions that format
scagnostics and mine index functions for direct
use with the guided tour or other functionalities in this package.

Projection pursuit is used to find interesting low-dimensional
projections of high-dimensional data by optimizing an index over all
possible projections. The 'spinebil' package contains methods to evaluate
the performance of projection pursuit index functions using tour methods.
A paper describing the methods can be found at <doi:10.1007/s00180-020-00954-8>.

Tina Rashid Jafari

spinebil

Investigating New Projection Pursuit Index Functions

Ursula Laa

Dianne Cook

scagIndex function

<dl><dt>indexName</dt>
<dd>Index name to select from group of indexes.</dd></dl>

Arguments

<ul>
<li><code>scagIndex()</code>: Scagnostics index from binostics package</li>
<li><code>mineIndex()</code>: MINE index from minerva package</li>
<li><code>mineIndexE()</code>: MINE index from minerva package (updated estimator)</li>
<li><code>holesR()</code>: rescaling the tourr holes index</li>
<li><code>cmassR()</code>: rescaling the tourr cmass index</li>
</ul>

Functions

Matching index functions to the required format. — scagIndex

<dl>

<dt>indexName</dt>
<dd>Index name to select from group of indexes.</dd>

</dl>

scagIndex: Matching index functions to the required format.

Description

Usage

Value

Arguments

Functions