(Available only if validation is used.) Shows a plot of the fit statistics for the Validation set versus the number of layers.
For a continuous response, the single fit statistic is R-Square. For a categorical response, the fit statistics are listed below and are described in Measures Report.
• R-Square (Entropy R-Square)
• Avg - Log p (Mean - Log p)
• Root Average Squared Prediction Error (RASE)
• Avg Abs Error (Mean Abs Dev)
• MR (Misclassification Rate)
The Cumulative Details report below the Cumulative Validation plot gives the values used in the plot.