.. _evaluation: 

Evaluation
====================

.. toctree::
    :hidden:
    :glob:
    :maxdepth: 3
    :name: Evaluation modules
    :caption: Evaluation modules
    
    evaluation/benchmarks
    evaluation/ggally_ggpairs
    evaluation/graph_estimation
    evaluation/graph_plots
    evaluation/graph_true_plots
    evaluation/graph_true_stats
    evaluation/mcmc_autocorr_plots
    evaluation/mcmc_heatmaps
    evaluation/mcmc_traj_plots

There is typically no algorithm which performs well with respect to all performance metrics, and no single metric which is generally preferred. 
Therefore, to get an overall picture of the performance of an algorithm Benchpress supports different metrics through the modules in this section.
The output of the modules are copied to *results/output* for easy access.


.. list-table:: 
   :header-rows: 1 

   * - Evaluation
     - Module
   * - Benchmarks

     - :ref:`benchmarks` 
   * - Pairs plot

     - :ref:`ggally_ggpairs` 
   * - Graph estimation

     - :ref:`graph_estimation` 
   * - Graph plots

     - :ref:`graph_plots` 
   * - True graph plots

     - :ref:`graph_true_plots` 
   * - Graph stats

     - :ref:`graph_true_stats` 
   * - MCMC auto-correlation

     - :ref:`mcmc_autocorr_plots` 
   * - MCMC mean graphs

     - :ref:`mcmc_heatmaps` 
   * - MCMC trajectories

     - :ref:`mcmc_traj_plots`