neuraldat

A simulated dataset of 2000 observations containing two response variables and three explanatory variables. Explanatory variables were sampled from a standard normal distribution. Response variables were linear combinations of the explanatory variables. The response variables Y1 and Y2 are standardized from 0 to 1.

datasets

Visualization and analysis tools to aid in the interpretation of
neural network models.  Functions are available for plotting,
quantifying variable importance, conducting a sensitivity analysis, and
obtaining a simple list of model weights.

Marcus W Beck

NeuralNetTools

Visualization and Analysis Tools for Neural Networks

Marcus W. Beck

neuraldat function

A data frame with 2000 rows and 5 variables:<dl class="dl-horizontal">
 <dt>Y1</dt><dd>numeric</dd>
 <dt>Y2</dt><dd>numeric</dd>
 <dt>X1</dt><dd>numeric</dd>
 <dt>X2</dt><dd>numeric</dd>
 <dt>X3</dt><dd>numeric</dd>
 ...
</dl>

Format

Simulated dataset for function examples — neuraldat

A data frame with 2000 rows and 5 variables:<dl class='dl-horizontal'>
 <dt>Y1</dt><dd>numeric</dd>
 <dt>Y2</dt><dd>numeric</dd>
 <dt>X1</dt><dd>numeric</dd>
 <dt>X2</dt><dd>numeric</dd>
 <dt>X3</dt><dd>numeric</dd>
 ...
</dl>

neuraldat: Simulated dataset for function examples

Description

Usage

Arguments

Format