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Public Member Functions
xgboost::metric::EvalPRAUC Class Reference
Inheritance diagram for xgboost::metric::EvalPRAUC:
xgboost::metric::EvalAUC< EvalPRAUC > xgboost::MetricNoCache xgboost::Metric xgboost::Configurable

Public Member Functions

std::tuple< double, double, double > EvalBinary (HostDeviceVector< float > const &predts, MetaInfo const &info)
 
double EvalMultiClass (HostDeviceVector< float > const &predts, MetaInfo const &info, size_t n_classes)
 
std::pair< double, uint32_t > EvalRanking (HostDeviceVector< float > const &predts, MetaInfo const &info)
 
const char * Name () const override
 
- Public Member Functions inherited from xgboost::MetricNoCache
double Evaluate (HostDeviceVector< float > const &predts, std::shared_ptr< DMatrix > p_fmat) final
 Evaluate a metric with DMatrix as input.
 
- Public Member Functions inherited from xgboost::Metric
virtual void Configure (const std::vector< std::pair< std::string, std::string > > &)
 Configure the Metric with the specified parameters.
 
void LoadConfig (Json const &) override
 Load configuration from JSON object By default, metric has no internal configuration; override this function to maintain internal configuration.
 
void SaveConfig (Json *p_out) const override
 Save configuration to JSON object By default, metric has no internal configuration; override this function to maintain internal configuration.
 
 ~Metric () override=default
 virtual destructor
 

Additional Inherited Members

- Static Public Member Functions inherited from xgboost::Metric
static MetricCreate (const std::string &name, Context const *ctx)
 create a metric according to name.
 
- Protected Attributes inherited from xgboost::Metric
Context const * ctx_ {nullptr}
 

Member Function Documentation

◆ Name()

const char * xgboost::metric::EvalPRAUC::Name ( ) const
inlineoverridevirtual
Returns
name of metric

Implements xgboost::Metric.


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