google_bigquery_api::ClusteringMetrics Class Reference

#include <clustering_metrics.h>

Inheritance diagram for google_bigquery_api::ClusteringMetrics:

Public Member Functions
	ClusteringMetrics (const Json::Value &storage)
	ClusteringMetrics (Json::Value *storage)
virtual	~ClusteringMetrics ()
const StringPiece	GetTypeName () const
bool	has_clusters () const
void	clear_clusters ()
const client::JsonCppArray< Cluster >	get_clusters () const
client::JsonCppArray< Cluster >	mutable_clusters ()
bool	has_davies_bouldin_index () const
void	clear_davies_bouldin_index ()
double	get_davies_bouldin_index () const
void	set_davies_bouldin_index (double value)
bool	has_mean_squared_distance () const
void	clear_mean_squared_distance ()
double	get_mean_squared_distance () const
void	set_mean_squared_distance (double value)

Static Public Member Functions
static ClusteringMetrics *	New ()

Detailed Description

Evaluation metrics for clustering models.

Constructor & Destructor Documentation

ClusteringMetrics() [1/2]

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

explicit

Standard constructor for an immutable data object instance.

Parameters

[in]

storage

The underlying data storage for this instance.

ClusteringMetrics() [2/2]

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

explicit

Standard constructor for a mutable data object instance.

Parameters

[in]

storage

The underlying data storage for this instance.

~ClusteringMetrics()

google_bigquery_api::ClusteringMetrics::~ClusteringMetrics ( )

virtual

Standard destructor.

Member Function Documentation

clear_clusters()

void google_bigquery_api::ClusteringMetrics::clear_clusters ( )

inline

Clears the 'clusters' attribute.

clear_davies_bouldin_index()

void google_bigquery_api::ClusteringMetrics::clear_davies_bouldin_index ( )

inline

Clears the 'daviesBouldinIndex' attribute.

clear_mean_squared_distance()

void google_bigquery_api::ClusteringMetrics::clear_mean_squared_distance ( )

inline

Clears the 'meanSquaredDistance' attribute.

get_clusters()

const client::JsonCppArray<Cluster > google_bigquery_api::ClusteringMetrics::get_clusters

(

)

const

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

get_davies_bouldin_index()

double google_bigquery_api::ClusteringMetrics::get_davies_bouldin_index ( ) const

inline

Get the value of the 'daviesBouldinIndex' attribute.

get_mean_squared_distance()

double google_bigquery_api::ClusteringMetrics::get_mean_squared_distance ( ) const

inline

Get the value of the 'meanSquaredDistance' attribute.

GetTypeName()

const StringPiece google_bigquery_api::ClusteringMetrics::GetTypeName ( ) const

inline

Returns a string denoting the type of this data object.

Returns

google_bigquery_api::ClusteringMetrics

has_clusters()

bool google_bigquery_api::ClusteringMetrics::has_clusters ( ) const

inline

Determine if the 'clusters' attribute was set.

Returns

true if the 'clusters' attribute was set.

has_davies_bouldin_index()

bool google_bigquery_api::ClusteringMetrics::has_davies_bouldin_index ( ) const

inline

Determine if the 'daviesBouldinIndex' attribute was set.

Returns

true if the 'daviesBouldinIndex' attribute was set.

has_mean_squared_distance()

bool google_bigquery_api::ClusteringMetrics::has_mean_squared_distance ( ) const

inline

Determine if the 'meanSquaredDistance' attribute was set.

Returns

true if the 'meanSquaredDistance' attribute was set.

mutable_clusters()

client::JsonCppArray<Cluster > google_bigquery_api::ClusteringMetrics::mutable_clusters

(

)

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

[Beta] Information for all clusters.

Returns

The result can be modified to change the attribute value.

New()

ClusteringMetrics * google_bigquery_api::ClusteringMetrics::New ( )

static

Creates a new default instance.

Returns

Ownership is passed back to the caller.

set_davies_bouldin_index()

void google_bigquery_api::ClusteringMetrics::set_davies_bouldin_index ( double  value )

inline

Change the 'daviesBouldinIndex' attribute.

Davies-Bouldin index.

Parameters

[in]

value

The new value.

set_mean_squared_distance()

void google_bigquery_api::ClusteringMetrics::set_mean_squared_distance ( double  value )

inline

Change the 'meanSquaredDistance' attribute.

Mean of squared distances between each sample to its cluster centroid.

Parameters

[in]

value

The new value.

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

• google/bigquery_api/clustering_metrics.h
• google/bigquery_api/clustering_metrics.cc