MyMediaLite  3.01
Public Member Functions | Properties
IHyperParameterSearch Interface Reference

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

List of all members.

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


Property Documentation

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: