Class CfnModelPackage.DriftCheckBaselinesProperty
Represents the drift check baselines that can be used when the model monitor is set using the model package.
Inheritance
Implements
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class DriftCheckBaselinesProperty : Object, CfnModelPackage.IDriftCheckBaselinesProperty
Syntax (vb)
Public Class DriftCheckBaselinesProperty
Inherits Object
Implements CfnModelPackage.IDriftCheckBaselinesProperty
Remarks
ExampleMetadata: fixture=_generated
Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;
var driftCheckBaselinesProperty = new DriftCheckBaselinesProperty {
Bias = new DriftCheckBiasProperty {
ConfigFile = new FileSourceProperty {
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest",
ContentType = "contentType"
},
PostTrainingConstraints = new MetricsSourceProperty {
ContentType = "contentType",
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest"
},
PreTrainingConstraints = new MetricsSourceProperty {
ContentType = "contentType",
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest"
}
},
Explainability = new DriftCheckExplainabilityProperty {
ConfigFile = new FileSourceProperty {
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest",
ContentType = "contentType"
},
Constraints = new MetricsSourceProperty {
ContentType = "contentType",
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest"
}
},
ModelDataQuality = new DriftCheckModelDataQualityProperty {
Constraints = new MetricsSourceProperty {
ContentType = "contentType",
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest"
},
Statistics = new MetricsSourceProperty {
ContentType = "contentType",
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest"
}
},
ModelQuality = new DriftCheckModelQualityProperty {
Constraints = new MetricsSourceProperty {
ContentType = "contentType",
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest"
},
Statistics = new MetricsSourceProperty {
ContentType = "contentType",
S3Uri = "s3Uri",
// the properties below are optional
ContentDigest = "contentDigest"
}
}
};
Synopsis
Constructors
DriftCheckBaselinesProperty() |
Properties
Bias | Represents the drift check bias baselines that can be used when the model monitor is set using the model package. |
Explainability | Represents the drift check explainability baselines that can be used when the model monitor is set using the model package. |
ModelDataQuality | Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package. |
ModelQuality | Represents the drift check model quality baselines that can be used when the model monitor is set using the model package. |
Constructors
DriftCheckBaselinesProperty()
public DriftCheckBaselinesProperty()
Properties
Bias
Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
public object Bias { get; set; }
Property Value
System.Object
Remarks
Explainability
Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
public object Explainability { get; set; }
Property Value
System.Object
Remarks
ModelDataQuality
Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.
public object ModelDataQuality { get; set; }
Property Value
System.Object
Remarks
ModelQuality
Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.
public object ModelQuality { get; set; }
Property Value
System.Object