turi::evaluation::max_error Class Reference

#include <toolkits/evaluation/evaluation_interface-inl.hpp>

Public Member Functions
std::string	name () const
void	init (size_t _n_threads=1)
void	register_example (const flexible_type &target, const flexible_type &prediction, size_t thread_id=0)
variant_type	get_metric ()
virtual bool	is_prob_evaluator () const
virtual bool	is_table_printer_compatible () const
virtual void	register_unmapped_example (const size_t &target, const size_t &prediction, size_t thread_id=0)

Detailed Description

Computes the worst case errors between two SArrays.

Definition at line 381 of file evaluation_interface-inl.hpp.

Member Function Documentation

get_metric()

variant_type turi::evaluation::max_error::get_metric ( )

inlinevirtual

Return the final metric.

Implements turi::evaluation::supervised_evaluation_interface.

Definition at line 427 of file evaluation_interface-inl.hpp.

init()

void turi::evaluation::max_error::init ( size_t  _n_threads = 1 )

inlinevirtual

Init the state with a variant type.

Implements turi::evaluation::supervised_evaluation_interface.

Definition at line 400 of file evaluation_interface-inl.hpp.

is_prob_evaluator()

virtual bool turi::evaluation::supervised_evaluation_interface::is_prob_evaluator ( ) const

inlinevirtualinherited

Returns true of this evaluator works on probabilities/scores (vs) classes.

Reimplemented in turi::evaluation::roc_curve.

Definition at line 253 of file evaluation_interface-inl.hpp.

is_table_printer_compatible()

virtual bool turi::evaluation::supervised_evaluation_interface::is_table_printer_compatible ( ) const

inlinevirtualinherited

Returns true of this evaluator can be displayed as a single float value.

Reimplemented in turi::evaluation::roc_curve, turi::evaluation::precision_recall_base, and turi::evaluation::confusion_matrix.

Definition at line 260 of file evaluation_interface-inl.hpp.

name()

std::string turi::evaluation::max_error::name ( ) const

inlinevirtual

Name of the evaluator.

Implements turi::evaluation::supervised_evaluation_interface.

Definition at line 393 of file evaluation_interface-inl.hpp.

register_example()

void turi::evaluation::max_error::register_example ( const flexible_type &  target, const flexible_type &  prediction, size_t  thread_id = 0  )

inlinevirtual

Register a (target, prediction) pair

Parameters

[in]	target	Target of a simple example.
[in]	prediction	Prediction of a single example.
[in]	thread_id	Thread id

Implements turi::evaluation::supervised_evaluation_interface.

Definition at line 416 of file evaluation_interface-inl.hpp.

register_unmapped_example()

virtual void turi::evaluation::supervised_evaluation_interface::register_unmapped_example ( const size_t &  target, const size_t &  prediction, size_t  thread_id = 0  )

inlinevirtualinherited

Register an unmapped (target, prediction) pair. Use this for performance only. Here the target and prediction are assumed to be integers to avoid flexible_type comparisons and flexible_type hashing.

Parameters

[in]	target	Target of a simple example.
[in]	prediction	Prediction of a single example.
[in]	thread_id	Thread id registering this example.

Reimplemented in turi::evaluation::classifier_accuracy.

Definition at line 287 of file evaluation_interface-inl.hpp.

---

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

• toolkits/evaluation/evaluation_interface-inl.hpp