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



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.GlobalExplanation













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




public final class GlobalExplanation
extends GenericJson
Global explanations containing the top most important features after training.

 
 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
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


GlobalExplanation() 









Method Summary

All Methods Instance Methods Concrete Methods 

Modifier and Type
Method and Description


GlobalExplanation
clone() 


String
getClassLabel()
Class label for this set of global explanations.



List<Explanation>
getExplanations()
A list of the top global explanations.



GlobalExplanation
set(String fieldName,
   Object value) 


GlobalExplanation
setClassLabel(String classLabel)
Class label for this set of global explanations.



GlobalExplanation
setExplanations(List<Explanation> explanations)
A list of the top global explanations.







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





GlobalExplanation
public GlobalExplanation()









Method Detail





getClassLabel
public String getClassLabel()
Class label for this set of global explanations. Will be empty/null for binary logistic and
 linear regression models. Sorted alphabetically in descending order.

Returns:
value or null for none








setClassLabel
public GlobalExplanation setClassLabel(String classLabel)
Class label for this set of global explanations. Will be empty/null for binary logistic and
 linear regression models. Sorted alphabetically in descending order.

Parameters:
classLabel - classLabel or null for none








getExplanations
public List<Explanation> getExplanations()
A list of the top global explanations. Sorted by absolute value of attribution in descending
 order.

Returns:
value or null for none








setExplanations
public GlobalExplanation setExplanations(List<Explanation> explanations)
A list of the top global explanations. Sorted by absolute value of attribution in descending
 order.

Parameters:
explanations - explanations or null for none








set
public GlobalExplanation set(String fieldName,
                             Object value)

Overrides:
set in class GenericJson








clone
public GlobalExplanation clone()

Overrides:
clone in class GenericJson














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