Concepts

Visualise performance

Plot and compare statistics from model runs

Dotscience doesn’t just record information about each model run. It also makes that information available for flexible visualisation in the web interface.

For instance, the values of runs’ summary statistics are plotted over time, for quick, visual comparisons between runs, and to see the effect of different parameter combinations on performance.

You can also chose to compare runs that differ only in the value of one hyperparameter value, for instance, to identify its effect on model metrics.