Class LimeExplanation<T>

Represents a LIME (Local Interpretable Model-agnostic Explanations) explanation for a prediction.

public class LimeExplanation<T>

Inherited Members: object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

Initializes a new instance of the LimeExplanation class.

public LimeExplanation()

Gets or sets the feature importance scores for the explanation. Keys are feature indices, values are importance scores.

public Dictionary<int, T> FeatureImportance { get; set; }

Gets or sets the intercept of the linear approximation.

public T Intercept { get; set; }

Gets or sets the R-squared score of the local linear approximation.

public T LocalModelScore { get; set; }

Gets or sets the number of features used in the explanation.

public int NumFeatures { get; set; }

Gets or sets the predicted value for the explained instance.

public T PredictedValue { get; set; }