Penta

This data is obtained from drug discovery and includes measurements pertaining to size, lipophilicity, and polarity at various sites on a molecule.

An open-source implementation of latent variable methods and multivariate modeling tools. The focus is on exploratory analyses using dimensionality reduction methods including low dimensional embedding, classical multivariate statistical tools, and tools for enhanced interpretation of machine learning methods (i.e. intelligible models to provide important information for end-users).   Target domains include extension to dedicated applications e.g. for manufacturing process modeling, spectroscopic analyses, and data mining.

Nelson Afanador

mvdalab

Multivariate Data Analysis Laboratory

Penta function

A data frame with 30 observations and the following 17 variables.<dl>
 <dt><code>Obs.Name</code></dt>
<dd>Categorical ID Variable</dd> <dt><code>S1</code></dt>
<dd>numeric predictor vector</dd> <dt><code>L1</code></dt>
<dd>numeric predictor vector</dd> <dt><code>P1</code></dt>
<dd>numeric predictor vector</dd> <dt><code>S2</code></dt>
<dd>numeric predictor vector</dd> <dt><code>L2</code></dt>
<dd>numeric predictor vector</dd> <dt><code>P2</code></dt>
<dd>numeric predictor vector</dd> <dt><code>S3</code></dt>
<dd>numeric predictor vector</dd> <dt><code>L3</code></dt>
<dd>numeric predictor vector</dd> <dt><code>P3</code></dt>
<dd>numeric predictor vector</dd> <dt><code>S4</code></dt>
<dd>numeric predictor vector</dd> <dt><code>L4</code></dt>
<dd>numeric predictor vector</dd> <dt><code>P4</code></dt>
<dd>numeric predictor vector</dd> <dt><code>S5</code></dt>
<dd>numeric predictor vector</dd> <dt><code>L5</code></dt>
<dd>numeric predictor vector</dd> <dt><code>P5</code></dt>
<dd>numeric predictor vector</dd> <dt><code>log.RAI</code></dt>
<dd>numeric response vector</dd> 
</dl>

Format

Penta data set — Penta

A data frame with 30 observations and the following 17 variables.<dl>
 <dt><code>Obs.Name</code></dt>
<dd>Categorical ID Variable</dd>

 <dt><code>S1</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>L1</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>P1</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>S2</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>L2</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>P2</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>S3</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>L3</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>P3</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>S4</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>L4</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>P4</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>S5</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>L5</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>P5</code></dt>
<dd>numeric predictor vector</dd>

 <dt><code>log.RAI</code></dt>
<dd>numeric response vector</dd>

 
</dl>

Penta: Penta data set

Description

Usage

Arguments

Format