qkprc-class

cndkernf

qpar

xmatrix

ymatrix

kcall

terms

n.action

cndkernf&lt;-

qpar&lt;-

xmatrix&lt;-

ymatrix&lt;-

kcall&lt;-

terms&lt;-

n.action&lt;-

cndkernf,qkprc-method

qpar,qkprc-method

xmatrix,qkprc-method

ymatrix,qkprc-method

kcall,qkprc-method

terms,qkprc-method

n.action,qkprc-method

cndkernf&lt;-,qkprc-method

qpar&lt;-,qkprc-method

xmatrix&lt;-,qkprc-method

ymatrix&lt;-,qkprc-method

kcall&lt;-,qkprc-method

terms&lt;-,qkprc-method

n.action&lt;-,qkprc-method

classes

Nonlinear machine learning tool for classification, clustering
and dimensionality reduction. It integrates 12 q-kernel functions and
15 conditional negative definite kernel functions and includes the
q-kernel and conditional negative definite kernel version of
density-based spatial clustering of applications with noise,
spectral clustering, generalized discriminant analysis, principal
component analysis, multidimensional scaling, locally linear embedding,
sammon's mapping and t-Distributed stochastic neighbor embedding.

Yusen Zhang

qkerntool

Q-Kernel-Based and Conditionally Negative Definite Kernel-Based
Machine Learning Tools

Daolin Pang

Jinghao Wang

Jialin Zhang

qkprc-class function

Objects from the class cannot be created directly but only contained
 in other classes.

Objects of class "qkprc"

<dl class="dl-horizontal">
 <dt><code>cndkernf</code>:</dt><dd>Object of class <code>"kfunction"</code> containing
 the kernel function used</dd>
 <dt><code>qpar</code>:</dt><dd>Object of class <code>"list"</code> containing the
 kernel parameters used</dd>
 <dt><code>xmatrix</code>:</dt><dd>Object of class <code>"input"</code> containing
 the data matrix used</dd>
 <dt><code>ymatrix</code>:</dt><dd>Object of class <code>"input"</code> containing
 the data matrix used</dd>
 <dt><code>kcall</code>:</dt><dd>Object of class <code>"ANY"</code> containing the
 function call</dd>
 <dt><code>terms</code>:</dt><dd>Object of class <code>"ANY"</code> containing the
 function terms</dd>
 <dt><code>n.action</code>:</dt><dd>Object of class <code>"ANY"</code> containing the
 action performed on NA</dd>
 </dl>

Slots

<dl class="dl-horizontal">
 <dt>cndkernf</dt><dd><code>signature(object = "qkprc")</code>: returns the used
 kernel function</dd>
 <dt>xmatrix</dt><dd><code>signature(object = "qkprc")</code>: returns the used
 data matrix</dd>
 <dt>ymatrix</dt><dd><code>signature(object = "qkprc")</code>: returns the used
 data matrix</dd>
 <dt>kcall</dt><dd><code>signature(object = "qkprc")</code>: returns the
 performed call</dd>
 </dl>

Methods

Class "qkprc" — qkprc-class

<dl class='dl-horizontal'>
 <dt><code>cndkernf</code>:</dt><dd>Object of class <code>"kfunction"</code> containing
 the kernel function used</dd>
 <dt><code>qpar</code>:</dt><dd>Object of class <code>"list"</code> containing the
 kernel parameters used</dd>
 <dt><code>xmatrix</code>:</dt><dd>Object of class <code>"input"</code> containing
 the data matrix used</dd>
 <dt><code>ymatrix</code>:</dt><dd>Object of class <code>"input"</code> containing
 the data matrix used</dd>
 <dt><code>kcall</code>:</dt><dd>Object of class <code>"ANY"</code> containing the
 function call</dd>
 <dt><code>terms</code>:</dt><dd>Object of class <code>"ANY"</code> containing the
 function terms</dd>
 <dt><code>n.action</code>:</dt><dd>Object of class <code>"ANY"</code> containing the
 action performed on NA</dd>
 </dl>

<dl class='dl-horizontal'>
 <dt>cndkernf</dt><dd><code>signature(object = "qkprc")</code>: returns the used
 kernel function</dd>
 <dt>xmatrix</dt><dd><code>signature(object = "qkprc")</code>: returns the used
 data matrix</dd>
 <dt>ymatrix</dt><dd><code>signature(object = "qkprc")</code>: returns the used
 data matrix</dd>
 <dt>kcall</dt><dd><code>signature(object = "qkprc")</code>: returns the
 performed call</dd>
 </dl>

Class "qkprc"

qkprc-class: Class "qkprc"

Description

Arguments

Objects of class "qkprc"

Slots

Methods

See Also