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

Public Member Functions
void	ComputeNextEpoch ()
	complete the current epoch
void	ComputeNextStep ()
	compute the next step in the current epoch
Properties
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
IRecommender	Recommender `[get]`
	the recommender to find the hyperparameters for

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

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

IList<string> Parameters [get]

list of (hyper-)parameters to optimize

the recommender to find the hyperparameters for

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