plot,tuningresult-method

plot,tuningresult,missing-method

An object of class <code><a rd-options="" href="/link/tuningresult?package=CMA&version=1.30.0" data-mini-rdoc="CMA::tuningresult">tuningresult</a></code>.

Iteration number (<code>learningset</code>) for which tuning
              results should be displayed.

iter

Character vector (maximum length is two) naming
               the arguments for which tuning results should
               be display. Default is <code>NULL</code>; if the
               number of tuned hyperparameter is less or equal
               than two, then the results for these hyperparameters
               will be plotted. If this number is two, then a <code>contour</code>
               plot will be made, otherwise a simple line segment plot.
               If the number of tuned hyperparameters exceeds two, then
               which may not be <code>NULL</code>.

which

Further graphical options passed either to <code>plot</code>
               or <code>contour</code>.


After hyperparameter tuning using <code><a rd-options="" href="/link/tune?package=CMA&version=1.30.0" data-mini-rdoc="CMA::tune">tune</a></code> it is useful
to see which choice of hyperparameters is suitable and how good the
performance is.

multivariate

plot tuningresult

This package provides a comprehensive collection of various microarray-based classification algorithms
both from Machine Learning and Statistics.
Variable Selection, Hyperparameter tuning, Evaluation and Comparison can be performed
combined or stepwise in a user-friendly environment.

Christoph Bernau

Synthesis of microarray-based classification

plot tuningresult function

An object of class <code><a href="tuningresult" rd-options="">tuningresult</a></code>.

Iteration number (<code>learningset</code>) for which tuning
              results should be displayed.

Character vector (maximum length is two) naming
               the arguments for which tuning results should
               be display. Default is <code>NULL</code>; if the
               number of tuned hyperparameter is less or equal
               than two, then the results for these hyperparameters
               will be plotted. If this number is two, then a <code>contour</code>
               plot will be made, otherwise a simple line segment plot.
               If the number of tuned hyperparameters exceeds two, then
               which may not be <code>NULL</code>.

Further graphical options passed either to <code>plot</code>
               or <code>contour</code>.

After hyperparameter tuning using <code><a href="tune" rd-options="">tune</a></code> it is useful
to see which choice of hyperparameters is suitable and how good the
performance is.

plot tuningresult: Visualize results of tuning

Description

Arguments

Value

References

See Also