Class StackingClassifierOptions<T>

Namespace

AiDotNet.Classification.Meta

Assembly

AiDotNet.dll

Configuration options for Stacking classifier.

public class StackingClassifierOptions<T> : MetaClassifierOptions<T>

Type Parameters

T

The data type used for calculations.

Inheritance

object

ModelOptions

ClassifierOptions<T>

MetaClassifierOptions<T>

StackingClassifierOptions<T>

Inherited Members

MetaClassifierOptions<T>.NumJobs

ClassifierOptions<T>.TaskType

ClassifierOptions<T>.DecisionThreshold

ClassifierOptions<T>.UseClassWeights

ClassifierOptions<T>.ClassWeights

ModelOptions.Seed

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Properties

CrossValidationFolds

Gets or sets the number of cross-validation folds.

public int CrossValidationFolds { get; set; }

Property Value

int

Number of folds. Use 1 for no cross-validation. Default is 5.

Passthrough

Gets or sets whether to pass original features to the final estimator.

public bool Passthrough { get; set; }

Property Value

bool

True to include original features. Default is false.

RandomState

Gets or sets the random state for reproducibility.

public int? RandomState { get; set; }

Property Value

int?

UseProbabilities

Gets or sets whether to use probability predictions as meta-features.

public bool UseProbabilities { get; set; }

Property Value

bool

True to use probabilities, false to use class predictions. Default is true.