prepare_spot_result_plot

Preparation of the list elements used for plotting.

Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'.
It provides tools for hyperparameter tuning via 'keras/tensorflow', interfacing 'mlr', for performing Markov chain simulations,
and for sensitivity analysis based on sequential bifurcation methods as described in Bettonvil and Kleijnen (1996).
Furthermore, additional plotting functions for output from 'SPOT' runs are implemented.
Bartz-Beielstein T, Lasarczyk C W G, Preuss M (2005) <doi:10.1109/CEC.2005.1554761>.
Bartz-Beielstein T, Zaefferer M, Rehbach F (2021) <arXiv:1712.04076>.
Bartz-Beielstein T, Rehbach F, Sen A, Zaefferer M <arXiv:2105.14625>.
Bettonvil, B, Kleijnen JPC (1996) <doi:10.1016/S0377-2217(96)00156-7>.

Thomas Bartz-Beielstein

SPOTMisc

Misc Extensions for the 'SPOT' Package

Martin Zaefferer

Frederik Rehbach

prepare_spot_result_plot function

<dl><dt>data</dt>
<dd>a list containing the various data, e.g., as produced by a <code>spot</code> call.</dd>
<dt>model</dt>
<dd>a function that can be used to build a model based on the data, e.g. : <code>buildRanger</code>
or <code>buildKriging</code>. Default is <code>buildRanger</code>, since it is fast and robust.</dd>
<dt>modelControl</dt>
<dd>a list of control settings for the respective model.
Default is an empty list (use default model controls).</dd>
<dt>...</dt>
<dd>additional parameters passed to <code>prepare_data_plot</code>:
<code>namesx</code>, <code>namesy</code>, <code>nameslog</code> character vectors providing names for x, y and logInfo data.</dd></dl>

Arguments

Prepare data (results from a tuning run) for plots — prepare_spot_result_plot

<dl>

<dt>data</dt>
<dd>a list containing the various data, e.g., as produced by a <code>spot</code> call.</dd>


<dt>model</dt>
<dd>a function that can be used to build a model based on the data, e.g. : <code>buildRanger</code>
or <code>buildKriging</code>. Default is <code>buildRanger</code>, since it is fast and robust.</dd>


<dt>modelControl</dt>
<dd>a list of control settings for the respective model.
Default is an empty list (use default model controls).</dd>


<dt>...</dt>
<dd>additional parameters passed to <code>prepare_data_plot</code>:
<code>namesx</code>, <code>namesy</code>, <code>nameslog</code> character vectors providing names for x, y and logInfo data.</dd>

</dl>

prepare_spot_result_plot: Prepare data (results from a tuning run) for plots

Description

Usage

Value

Arguments