Class PartialDependenceData<T>

Represents partial dependence data showing how features affect predictions.

public class PartialDependenceData<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 PartialDependenceData class.

public PartialDependenceData()

Gets or sets the feature indices analyzed.

public Vector<int> FeatureIndices { get; set; }

Gets or sets the grid resolution used.

public int GridResolution { get; set; }

Gets or sets the grid values used for each feature. Keys are feature indices, values are the grid points.

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

Gets or sets individual conditional expectation (ICE) curves if available.

public List<Matrix<T>> IceCurves { get; set; }

Gets or sets the partial dependence values.

public Matrix<T> PartialDependenceValues { get; set; }