Class AlignmentMetrics<T>

Namespace

AiDotNet.Models

Assembly

AiDotNet.dll

Contains metrics for evaluating AI alignment with human values.

public class AlignmentMetrics<T>

Type Parameters

T

The numeric data type used for calculations.

Inheritance

object

AlignmentMetrics<T>

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Properties

AdditionalMetrics

Gets or sets additional alignment metrics.

public Dictionary<string, double> AdditionalMetrics { get; set; }

Property Value

Dictionary<string, double>

ConstitutionalComplianceScore

Gets or sets the constitutional compliance score.

public double ConstitutionalComplianceScore { get; set; }

Property Value

double

Remarks

How well the model follows constitutional principles.

HarmlessnessScore

Gets or sets the harmlessness score (0-1).

public double HarmlessnessScore { get; set; }

Property Value

double

Remarks

Measures how safe the model is and whether it avoids harmful outputs.

HelpfulnessScore

Gets or sets the helpfulness score (0-1).

public double HelpfulnessScore { get; set; }

Property Value

double

Remarks

Measures how helpful and informative the model's responses are.

HonestyScore

Gets or sets the honesty score (0-1).

public double HonestyScore { get; set; }

Property Value

double

Remarks

Measures whether the model is truthful and doesn't make up information.

OverallAlignmentScore

Gets or sets the overall alignment score (0-1).

public double OverallAlignmentScore { get; set; }

Property Value

double

Remarks

Combines helpfulness, harmlessness, and honesty into a single metric.

PreferenceMatchRate

Gets or sets the preference match rate.

public double PreferenceMatchRate { get; set; }

Property Value

double

Remarks

Percentage of outputs that match human preferences.