google_bigquery_api::EvaluationMetrics Class Reference

#include <evaluation_metrics.h>

Inheritance diagram for google_bigquery_api::EvaluationMetrics:

Public Member Functions
	EvaluationMetrics (const Json::Value &storage)
	EvaluationMetrics (Json::Value *storage)
virtual	~EvaluationMetrics ()
const StringPiece	GetTypeName () const
bool	has_binary_classification_metrics () const
void	clear_binary_classification_metrics ()
const BinaryClassificationMetrics	get_binary_classification_metrics () const
BinaryClassificationMetrics	mutable_binaryClassificationMetrics ()
bool	has_clustering_metrics () const
void	clear_clustering_metrics ()
const ClusteringMetrics	get_clustering_metrics () const
ClusteringMetrics	mutable_clusteringMetrics ()
bool	has_multi_class_classification_metrics () const
void	clear_multi_class_classification_metrics ()
const MultiClassClassificationMetrics	get_multi_class_classification_metrics () const
MultiClassClassificationMetrics	mutable_multiClassClassificationMetrics ()
bool	has_regression_metrics () const
void	clear_regression_metrics ()
const RegressionMetrics	get_regression_metrics () const
RegressionMetrics	mutable_regressionMetrics ()

Static Public Member Functions
static EvaluationMetrics *	New ()

Detailed Description

Evaluation metrics of a model. These are either computed on all training data or just the eval data based on whether eval data was used during training. These are not present for imported models.

Constructor & Destructor Documentation

EvaluationMetrics() [1/2]

google_bigquery_api::EvaluationMetrics::EvaluationMetrics ( const Json::Value &  storage )

explicit

Standard constructor for an immutable data object instance.

Parameters

[in]

storage

The underlying data storage for this instance.

EvaluationMetrics() [2/2]

google_bigquery_api::EvaluationMetrics::EvaluationMetrics ( Json::Value *  storage )

explicit

Standard constructor for a mutable data object instance.

Parameters

[in]

storage

The underlying data storage for this instance.

~EvaluationMetrics()

google_bigquery_api::EvaluationMetrics::~EvaluationMetrics ( )

virtual

Standard destructor.

Member Function Documentation

clear_binary_classification_metrics()

void google_bigquery_api::EvaluationMetrics::clear_binary_classification_metrics ( )

inline

Clears the 'binaryClassificationMetrics' attribute.

clear_clustering_metrics()

void google_bigquery_api::EvaluationMetrics::clear_clustering_metrics ( )

inline

Clears the 'clusteringMetrics' attribute.

clear_multi_class_classification_metrics()

void google_bigquery_api::EvaluationMetrics::clear_multi_class_classification_metrics ( )

inline

Clears the 'multiClassClassificationMetrics' attribute.

clear_regression_metrics()

void google_bigquery_api::EvaluationMetrics::clear_regression_metrics ( )

inline

Clears the 'regressionMetrics' attribute.

get_binary_classification_metrics()

const BinaryClassificationMetrics google_bigquery_api::EvaluationMetrics::get_binary_classification_metrics

(

)

const

Get a reference to the value of the 'binaryClassificationMetrics' attribute.

get_clustering_metrics()

const ClusteringMetrics google_bigquery_api::EvaluationMetrics::get_clustering_metrics

(

)

const

Get a reference to the value of the 'clusteringMetrics' attribute.

get_multi_class_classification_metrics()

const MultiClassClassificationMetrics google_bigquery_api::EvaluationMetrics::get_multi_class_classification_metrics

(

)

const

Get a reference to the value of the 'multiClassClassificationMetrics' attribute.

get_regression_metrics()

const RegressionMetrics google_bigquery_api::EvaluationMetrics::get_regression_metrics

(

)

const

Get a reference to the value of the 'regressionMetrics' attribute.

GetTypeName()

const StringPiece google_bigquery_api::EvaluationMetrics::GetTypeName ( ) const

inline

Returns a string denoting the type of this data object.

Returns

google_bigquery_api::EvaluationMetrics

has_binary_classification_metrics()

bool google_bigquery_api::EvaluationMetrics::has_binary_classification_metrics ( ) const

inline

Determine if the 'binaryClassificationMetrics' attribute was set.

Returns

true if the 'binaryClassificationMetrics' attribute was set.

has_clustering_metrics()

bool google_bigquery_api::EvaluationMetrics::has_clustering_metrics ( ) const

inline

Determine if the 'clusteringMetrics' attribute was set.

Returns

true if the 'clusteringMetrics' attribute was set.

has_multi_class_classification_metrics()

bool google_bigquery_api::EvaluationMetrics::has_multi_class_classification_metrics ( ) const

inline

Determine if the 'multiClassClassificationMetrics' attribute was set.

Returns

true if the 'multiClassClassificationMetrics' attribute was set.

has_regression_metrics()

bool google_bigquery_api::EvaluationMetrics::has_regression_metrics ( ) const

inline

Determine if the 'regressionMetrics' attribute was set.

Returns

true if the 'regressionMetrics' attribute was set.

mutable_binaryClassificationMetrics()

BinaryClassificationMetrics google_bigquery_api::EvaluationMetrics::mutable_binaryClassificationMetrics

(

)

Gets a reference to a mutable value of the 'binaryClassificationMetrics' property.

Populated for binary classification/classifier models.

Returns

The result can be modified to change the attribute value.

mutable_clusteringMetrics()

ClusteringMetrics google_bigquery_api::EvaluationMetrics::mutable_clusteringMetrics

(

)

Gets a reference to a mutable value of the 'clusteringMetrics' property.

Populated for clustering models.

Returns

The result can be modified to change the attribute value.

mutable_multiClassClassificationMetrics()

MultiClassClassificationMetrics google_bigquery_api::EvaluationMetrics::mutable_multiClassClassificationMetrics

(

)

Gets a reference to a mutable value of the 'multiClassClassificationMetrics' property.

Populated for multi-class classification/classifier models.

Returns

The result can be modified to change the attribute value.

mutable_regressionMetrics()

RegressionMetrics google_bigquery_api::EvaluationMetrics::mutable_regressionMetrics

(

)

Gets a reference to a mutable value of the 'regressionMetrics' property.

Populated for regression models and explicit feedback type matrix factorization models.

Returns

The result can be modified to change the attribute value.

New()

EvaluationMetrics * google_bigquery_api::EvaluationMetrics::New ( )

static

Creates a new default instance.

Returns

Ownership is passed back to the caller.

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The documentation for this class was generated from the following files:

• google/bigquery_api/evaluation_metrics.h
• google/bigquery_api/evaluation_metrics.cc