QuadraticDiscriminantAnalysis.TotalSeparability Property

public double TotalSeparability { get; }

Public ReadOnly Property TotalSeparability As Double
	Get

public:
property double TotalSeparability {
	double get ();
}

member TotalSeparability : float with get

Property Value

The total separability is a single scalar value that summarizes the overall separation between all classes in the model. It is calculated as the average of all pairwise group separability measures.

This metric provides a global assessment of how well the classes can be distinguished from each other. Higher values indicate better overall class separation and suggest that the QDA model should perform well in classification tasks. Lower values suggest more overlap between classes and potentially higher classification error rates.

This property is only available when the model is fitted. It throws an InvalidOperationException if the model is empty or deployed.

Reference