Class TrainingRun

Information about a single training query run for the model.

Inheritance

System.Object

TrainingRun

Implements

Google.Apis.Requests.IDirectResponseSchema

Inherited Members

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Google.Apis.Bigquery.v2.Data

Assembly: Google.Apis.Bigquery.v2.dll

Syntax

public class TrainingRun : IDirectResponseSchema

Properties

ClassLevelGlobalExplanations

Global explanation contains the explanation of top features on the class level. Applies to classification models only.

Declaration

[JsonProperty("classLevelGlobalExplanations")]
public virtual IList<GlobalExplanation> ClassLevelGlobalExplanations { get; set; }

Property Value

Type	Description
System.Collections.Generic.IList<GlobalExplanation>

DataSplitResult

Data split result of the training run. Only set when the input data is actually split.

Declaration

[JsonProperty("dataSplitResult")]
public virtual DataSplitResult DataSplitResult { get; set; }

Property Value

Type	Description
DataSplitResult

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
System.String

EvaluationMetrics

The evaluation metrics over training/eval data that were computed at the end of training.

Declaration

[JsonProperty("evaluationMetrics")]
public virtual EvaluationMetrics EvaluationMetrics { get; set; }

Property Value

Type	Description
EvaluationMetrics

ModelLevelGlobalExplanation

Global explanation contains the explanation of top features on the model level. Applies to both regression and classification models.

Declaration

[JsonProperty("modelLevelGlobalExplanation")]
public virtual GlobalExplanation ModelLevelGlobalExplanation { get; set; }

Property Value

Type	Description
GlobalExplanation

Results

Output of each iteration run, results.size() <= max_iterations.

Declaration

[JsonProperty("results")]
public virtual IList<IterationResult> Results { get; set; }

Property Value

Type	Description
System.Collections.Generic.IList<IterationResult>

StartTime

The start time of this training run.

Declaration

[JsonProperty("startTime")]
public virtual object StartTime { get; set; }

Property Value

Type	Description
System.Object

TrainingOptions

Options that were used for this training run, includes user specified and default options that were used.

Declaration

[JsonProperty("trainingOptions")]
public virtual TrainingOptions TrainingOptions { get; set; }

Property Value

Type	Description
TrainingOptions

VertexAiModelId

The model id in Vertex AI Model Registry for this training run

Declaration

[JsonProperty("vertexAiModelId")]
public virtual string VertexAiModelId { get; set; }

Property Value

Type	Description
System.String

VertexAiModelVersion

The model version in Vertex AI Model Registry for this training run

Declaration

[JsonProperty("vertexAiModelVersion")]
public virtual string VertexAiModelVersion { get; set; }

Property Value

Type	Description
System.String

Implements

Google.Apis.Requests.IDirectResponseSchema