N-component plots

The N-component plot workflow lets you compare several metrics side by side on a single chart. Select two or more columns, RightClick on one of the column headers, and choose N-component plot under Workflows in the popup menu. As with other workflows, you are guided through the steps and can skip the intermediate ones to jump straight to the final plot.

In the resulting plot, each selected column is placed at its own point along the horizontal axis, while its values are drawn along the vertical axis. Each column is independently normalized to the [0, 1] range, so metrics on very different scales become directly comparable on the same chart, with every sample (or every run) connected as a line across the components. This makes the N-component plot well suited to comparing multiple runs trained with different hyperparameters: each run traces its own line, letting you see at a glance how changes to the hyperparameters shift the balance across metrics and which configuration performs best across all of them at once.