Cloud AI Platform v1beta1 API - Class ModelEvaluation.Types.BiasConfig (1.0.0-beta03)

public sealed class ModelEvaluation.Types.BiasConfig : IMessage<ModelEvaluation.Types.BiasConfig>, IEquatable<ModelEvaluation.Types.BiasConfig>, IDeepCloneable<ModelEvaluation.Types.BiasConfig>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class ModelEvaluation.Types.BiasConfig.

Configuration for bias detection.

Inheritance

object > ModelEvaluation.Types.BiasConfig

Implements

IMessage ModelEvaluation Types BiasConfig, IEquatable ModelEvaluation Types BiasConfig, IDeepCloneable ModelEvaluation Types BiasConfig, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

BiasConfig()

public BiasConfig()

BiasConfig(BiasConfig)

public BiasConfig(ModelEvaluation.Types.BiasConfig other)

Parameter
Name	Description
`other`	`ModelEvaluationTypesBiasConfig`

Properties

BiasSlices

public ModelEvaluationSlice.Types.Slice.Types.SliceSpec BiasSlices { get; set; }

Specification for how the data should be sliced for bias. It contains a list of slices, with limitation of two slices. The first slice of data will be the slice_a. The second slice in the list (slice_b) will be compared against the first slice. If only a single slice is provided, then slice_a will be compared against "not slice_a". Below are examples with feature "education" with value "low", "medium", "high" in the dataset:

Example 1:

bias_slices = [{'education': 'low'}]

A single slice provided. In this case, slice_a is the collection of data with 'education' equals 'low', and slice_b is the collection of data with 'education' equals 'medium' or 'high'.

Example 2:

bias_slices = [{'education': 'low'},
               {'education': 'high'}]

Two slices provided. In this case, slice_a is the collection of data with 'education' equals 'low', and slice_b is the collection of data with 'education' equals 'high'.

Property Value
Type	Description
`ModelEvaluationSliceTypesSliceTypesSliceSpec`

Labels

public RepeatedField<string> Labels { get; }

Positive labels selection on the target field.

Property Value
Type	Description
`RepeatedFieldstring`