Class TrainingRun

Information about a single training query run for the model.

Inheritance

object

TrainingRun

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Bigquery.v2.Data

Assembly: Google.Apis.Bigquery.v2.dll

Syntax

public class TrainingRun : IDirectResponseSchema

Properties

ClassLevelGlobalExplanations

Output only. 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
IList<GlobalExplanation>

DataSplitResult

Output only. 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
string

EvaluationMetrics

Output only. 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

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

Declaration

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

Property Value

Type	Description
IList<IterationResult>

StartTime

object representation of StartTimeRaw.

Declaration

[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use StartTimeDateTimeOffset instead.")]
public virtual object StartTime { get; set; }

Property Value

Type	Description
object

StartTimeDateTimeOffset

DateTimeOffset representation of StartTimeRaw.

Declaration

[JsonIgnore]
public virtual DateTimeOffset? StartTimeDateTimeOffset { get; set; }

Property Value

Type	Description
DateTimeOffset?

StartTimeRaw

Output only. The start time of this training run.

Declaration

[JsonProperty("startTime")]
public virtual string StartTimeRaw { get; set; }

Property Value

Type	Description
string

TrainingOptions

Output only. 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

TrainingStartTime

Output only. The start time of this training run, in milliseconds since epoch.

Declaration

[JsonProperty("trainingStartTime")]
public virtual long? TrainingStartTime { get; set; }

Property Value

Type	Description
long?

VertexAiModelId

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

Declaration

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

Property Value

Type	Description
string

VertexAiModelVersion

Output only. The model version in the Vertex AI Model Registry for this training run.

Declaration

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

Property Value

Type	Description
string

Implements

IDirectResponseSchema