Evaluation

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.

Evaluation	Module
Benchmarks	benchmarks
Pairs plot	ggally_ggpairs
Graph plots	graph_plots
True graph plots	graph_true_plots
Graph stats	graph_true_stats
MCMC auto-correlation	mcmc_autocorr_plots
MCMC mean graphs	mcmc_heatmaps
MCMC trajectories	mcmc_traj_plots