Class PassiveAggressiveOptions<T>

Namespace

AiDotNet.Classification.Linear

Assembly

AiDotNet.dll

Configuration options for Passive-Aggressive classifier.

public class PassiveAggressiveOptions<T> : LinearClassifierOptions<T>

Type Parameters

T

The data type used for calculations.

Inheritance

object

ModelOptions

ClassifierOptions<T>

LinearClassifierOptions<T>

PassiveAggressiveOptions<T>

Inherited Members

LinearClassifierOptions<T>.LearningRate

LinearClassifierOptions<T>.MaxIterations

LinearClassifierOptions<T>.Tolerance

LinearClassifierOptions<T>.FitIntercept

LinearClassifierOptions<T>.Alpha

LinearClassifierOptions<T>.RandomState

LinearClassifierOptions<T>.Shuffle

LinearClassifierOptions<T>.Penalty

LinearClassifierOptions<T>.Loss

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

C

Gets or sets the regularization parameter C.

public double C { get; set; }

Property Value

double

Maximum step size for regularized updates. Default is 1.0.

PAType

Gets or sets the Passive-Aggressive variant type.

public PassiveAggressiveType PAType { get; set; }

Property Value

PassiveAggressiveType

The PA variant. Default is PA-I.