Class BqmlIterationResult

Inheritance

System.Object

BqmlIterationResult

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 BqmlIterationResult : IDirectResponseSchema

Properties

DurationMs

[Output-only, Beta] Time taken to run the training iteration in milliseconds.

Declaration

[JsonProperty("durationMs")]
public virtual long? DurationMs { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
System.String

EvalLoss

[Output-only, Beta] Eval loss computed on the eval data at the end of the iteration. The eval loss is used for early stopping to avoid overfitting. No eval loss if eval_split_method option is specified as no_split or auto_split with input data size less than 500 rows.

Declaration

[JsonProperty("evalLoss")]
public virtual double? EvalLoss { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

Index

[Output-only, Beta] Index of the ML training iteration, starting from zero for each training run.

Declaration

[JsonProperty("index")]
public virtual int? Index { get; set; }

Property Value

Type	Description
System.Nullable<System.Int32>

LearnRate

[Output-only, Beta] Learning rate used for this iteration, it varies for different training iterations if learn_rate_strategy option is not constant.

Declaration

[JsonProperty("learnRate")]
public virtual double? LearnRate { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

TrainingLoss

[Output-only, Beta] Training loss computed on the training data at the end of the iteration. The training loss function is defined by model type.

Declaration

[JsonProperty("trainingLoss")]
public virtual double? TrainingLoss { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

Implements

Google.Apis.Requests.IDirectResponseSchema