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

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