Interface for classes that perform hyper-parameter search More...

Public Member Functions
void	ComputeNextEpoch ()
	complete the current epoch More...

void	ComputeNextStep ()
	compute the next step in the current epoch More...

Properties
IList< Object >	BestParameterValues `[get]`
	the (hyper-)parameter values of the best result so far More...

double	BestResult `[get]`
	the best result so far More...

uint	EpochSize `[get]`
	size of the current epoch of the hyper-parameter search More...

Func< IRecommender, Dictionary< string, double > >	EvalJob `[get]`
	the delegate used to compute More...

bool	Maximize `[get]`
	true if evaluation measure is to be maximized, false if it is to be minimized More...

string	Measure `[get]`
	the evaluation measure to optimize More...

uint	NumberOfStepsComputed `[get]`
	the number of steps computed so far in this hyper-parameter search More...

IList< string >	Parameters `[get]`
	list of (hyper-)parameters to optimize More...

IRecommender	Recommender `[get]`
	the recommender to find the hyperparameters for More...

Detailed Description

Interface for classes that perform hyper-parameter search

Member Function Documentation

void ComputeNextEpoch ( )

complete the current epoch

void ComputeNextStep ( )

compute the next step in the current epoch

IList<Object> BestParameterValues

get

the (hyper-)parameter values of the best result so far

double BestResult

get

the best result so far

uint EpochSize

get

size of the current epoch of the hyper-parameter search

Func<IRecommender, Dictionary<string, double> > EvalJob

get

the delegate used to compute

bool Maximize

get

true if evaluation measure is to be maximized, false if it is to be minimized

string Measure

get

the evaluation measure to optimize

uint NumberOfStepsComputed

get

the number of steps computed so far in this hyper-parameter search

IList<string> Parameters

get

list of (hyper-)parameters to optimize

get

the recommender to find the hyperparameters for

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