Class GoogleCloudAiplatformV1beta1ModelEvaluationBiasConfig

Configuration for bias detection.

Inheritance
object
GoogleCloudAiplatformV1beta1ModelEvaluationBiasConfig
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1beta1.Data
Assembly: Google.Apis.Aiplatform.v1beta1.dll
Syntax
public class GoogleCloudAiplatformV1beta1ModelEvaluationBiasConfig : IDirectResponseSchema

Properties

BiasSlices

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'.

Declaration
[JsonProperty("biasSlices")]
public virtual GoogleCloudAiplatformV1beta1ModelEvaluationSliceSliceSliceSpec BiasSlices { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1ModelEvaluationSliceSliceSliceSpec

ETag

The ETag of the item.

Declaration
public virtual string ETag { get; set; }
Property Value
Type Description
string

Labels

Positive labels selection on the target field.

Declaration
[JsonProperty("labels")]
public virtual IList<string> Labels { get; set; }
Property Value
Type Description
IList<string>

Implements