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com.google.api.services.bigquery.model
Class MlStatistics



java.lang.Object


java.util.AbstractMap<String,Object>


com.google.api.client.util.GenericData


com.google.api.client.json.GenericJson


com.google.api.services.bigquery.model.MlStatistics













All Implemented Interfaces:
Cloneable, Map<String,Object>




public final class MlStatistics
extends com.google.api.client.json.GenericJson
Job statistics specific to a BigQuery ML training job.

 
 This is the Java data model class that specifies how to parse/serialize into the JSON that is
 transmitted over HTTP when working with the BigQuery API. For a detailed explanation see:
 https://developers.google.com/api-client-library/java/google-http-java-client/json
 

Author:
Google, Inc.












Nested Class Summary




Nested classes/interfaces inherited from class com.google.api.client.util.GenericData
com.google.api.client.util.GenericData.Flags





Nested classes/interfaces inherited from class java.util.AbstractMap
AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>





Nested classes/interfaces inherited from interface java.util.Map
Map.Entry<K,V>








Constructor Summary

Constructors 

Constructor and Description


MlStatistics() 









Method Summary

All Methods Instance Methods Concrete Methods 

Modifier and Type
Method and Description


MlStatistics
clone() 


List<HparamTuningTrial>
getHparamTrials()
Output only.



List<IterationResult>
getIterationResults()
Results for all completed iterations.



Long
getMaxIterations()
Output only.



String
getModelType()
Output only.



String
getTrainingType()
Output only.



MlStatistics
set(String fieldName,
   Object value) 


MlStatistics
setHparamTrials(List<HparamTuningTrial> hparamTrials)
Output only.



MlStatistics
setIterationResults(List<IterationResult> iterationResults)
Results for all completed iterations.



MlStatistics
setMaxIterations(Long maxIterations)
Output only.



MlStatistics
setModelType(String modelType)
Output only.



MlStatistics
setTrainingType(String trainingType)
Output only.







Methods inherited from class com.google.api.client.json.GenericJson
getFactory, setFactory, toPrettyString, toString





Methods inherited from class com.google.api.client.util.GenericData
entrySet, equals, get, getClassInfo, getUnknownKeys, hashCode, put, putAll, remove, setUnknownKeys





Methods inherited from class java.util.AbstractMap
clear, containsKey, containsValue, isEmpty, keySet, size, values





Methods inherited from class java.lang.Object
finalize, getClass, notify, notifyAll, wait, wait, wait





Methods inherited from interface java.util.Map
compute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAll














Constructor Detail





MlStatistics
public MlStatistics()









Method Detail





getHparamTrials
public List<HparamTuningTrial> getHparamTrials()
Output only. Trials of a [hyperparameter tuning job](/bigquery-ml/docs/reference/standard-
 sql/bigqueryml-syntax-hp-tuning-overview) sorted by trial_id.

Returns:
value or null for none








setHparamTrials
public MlStatistics setHparamTrials(List<HparamTuningTrial> hparamTrials)
Output only. Trials of a [hyperparameter tuning job](/bigquery-ml/docs/reference/standard-
 sql/bigqueryml-syntax-hp-tuning-overview) sorted by trial_id.

Parameters:
hparamTrials - hparamTrials or null for none








getIterationResults
public List<IterationResult> getIterationResults()
Results for all completed iterations. Empty for [hyperparameter tuning jobs](/bigquery-
 ml/docs/reference/standard-sql/bigqueryml-syntax-hp-tuning-overview).

Returns:
value or null for none








setIterationResults
public MlStatistics setIterationResults(List<IterationResult> iterationResults)
Results for all completed iterations. Empty for [hyperparameter tuning jobs](/bigquery-
 ml/docs/reference/standard-sql/bigqueryml-syntax-hp-tuning-overview).

Parameters:
iterationResults - iterationResults or null for none








getMaxIterations
public Long getMaxIterations()
Output only. Maximum number of iterations specified as max_iterations in the 'CREATE MODEL'
 query. The actual number of iterations may be less than this number due to early stop.

Returns:
value or null for none








setMaxIterations
public MlStatistics setMaxIterations(Long maxIterations)
Output only. Maximum number of iterations specified as max_iterations in the 'CREATE MODEL'
 query. The actual number of iterations may be less than this number due to early stop.

Parameters:
maxIterations - maxIterations or null for none








getModelType
public String getModelType()
Output only. The type of the model that is being trained.

Returns:
value or null for none








setModelType
public MlStatistics setModelType(String modelType)
Output only. The type of the model that is being trained.

Parameters:
modelType - modelType or null for none








getTrainingType
public String getTrainingType()
Output only. Training type of the job.

Returns:
value or null for none








setTrainingType
public MlStatistics setTrainingType(String trainingType)
Output only. Training type of the job.

Parameters:
trainingType - trainingType or null for none








set
public MlStatistics set(String fieldName,
                        Object value)

Overrides:
set in class com.google.api.client.json.GenericJson








clone
public MlStatistics clone()

Overrides:
clone in class com.google.api.client.json.GenericJson














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