Optoelectronics — Learning Curves Plot Pane

Plot the learning curves of an optoelectronics machine learning (ML) model to check for convergence.

To open this pane, click the Plot Learning Curves button in the Review and Apply Optoelectronics Active Learning Model Panel.

  • Features
  • Additional Resources

Learning Curves Plot Pane Features

Plot buttons

Use these buttons to configure the plot.

  • Zoom In—Zoom in on the plot. Each click zooms in by a predefined factor, enlarging the view of the current center of the plot. You can also zoom in on a particular area by dragging out a rectangle.
  • Zoom Out—Zoom out by a predefined factor. Each click zooms out by a predefined factor, to show more of the plot.
  • Axes—Set the range and labeling options for the axes. Opens the Axes Parameters Dialog Box.
  • Reset View—Reset the view of the plot to the original zoom and pan values.
  • Series—Set up the appearance of the plot series, such as color, symbol, lines. Opens the Series Parameters Dialog Box.
  • Copy—copy an image of the plot to the clipboard, for use in other applications.
Legend option

Display a legend in the plot.

Plot area

The R^2 of the predicted property for both the training set and test set is plotted against the iteration number in this area. A straight line is fitted to the points for a given plot series, and is displayed on the plot. The second y-axis shows the best and average property values.

You can zoom in to an area by dragging out a rectangle.

OK button

Click to close pane.

Tutorials

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