Interface for classes that perform hyper-parameter search
More...
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
compute the next step in the current epoch
Property Documentation
IList<Object> BestParameterValues |
|
get |
the (hyper-)parameter values of the best result so far
size of the current epoch of the hyper-parameter search
the delegate used to compute
true if evaluation measure is to be maximized, false if it is to be minimized
the evaluation measure to optimize
uint NumberOfStepsComputed |
|
get |
the number of steps computed so far in this hyper-parameter search
list of (hyper-)parameters to optimize
the recommender to find the hyperparameters for
The documentation for this interface was generated from the following file: