MyMediaLite
3.07
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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 |
Interface for classes that perform hyper-parameter search.
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
IRecommender Recommender [get] |
the recommender to find the hyperparameters for