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Visualization

The Visualization page helps you inspect how an experiment is performing as trials are completed. Open it from the experiment detail view under Visualization.

What you can analyze​

Visualization works from completed trials in the current experiment. The available views depend on how your targets are configured:

Experiment Visualization Convergence
  • Convergence is always available and shows how measured trial results compare with the cumulative best result over time.
Experiment Visualization - Desirability
  • Desirability appears when the experiment uses a desirability objective. It shows how the overall desirability score changes across trials.
Experiment Visualization - Pareto front
  • Pareto front appears when the experiment has multiple targets and is not using desirability. It helps you compare trade-offs between competing outcomes.

How to use the page​

Select targets or parameters​

The left side of the page changes based on the active visualization:

  • In Convergence and Pareto front, use the target list to choose which targets to display.
  • In Desirability, use the parameter sidebar to choose which parameter to inspect.

Use the legend​

The legend on the right controls which plotted series are visible:

  • In Convergence, you can compare the cumulative best line against individual measurements.
  • In Desirability, the legend controls the desirability trend.
  • In Pareto front, the legend distinguishes Pareto-optimal points from dominated points.

Click legend items to show or hide them. Double-click a legend item to focus on a single series.

Reading the views​

Convergence​

Use Convergence to answer:

  • Are trial results improving over time?
  • Has the experiment already found a strong region?
  • Are recent measurements still moving the best-so-far result?

Desirability​

Use Desirability when multiple targets are combined into one overall objective. This is useful when you want one score that reflects how well a trial balances all targets together.

Pareto front​

Use Pareto front when you want to compare trade-offs directly instead of collapsing them into one score. This is useful when improving one target tends to worsen another and you want to review the alternatives before deciding.

Notes​

  • Visualization becomes more useful as more trials are completed.
  • If no completed trials are available yet, the charts may be empty or have very limited information.
  • The available tabs reflect the experiment objective and number of targets, so not every experiment will show all three views.