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public interface IHyperParameterSearch
Interface for classes that perform hyper-parameter search.
Method Summary | |
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java.util.List<java.lang.Object> |
bestParameterValues()
The (hyper-)parameter values of the best result so far. |
double |
bestResult()
The best result so far. |
void |
computeNextEpoch()
Complete the current epoch. |
void |
computeNextStep()
Compute the next step in the current epoch. |
int |
epochSize()
Size of the current epoch of the hyper-parameter search. |
void |
evalJob()
The delegate used to compute. |
boolean |
maximize()
true if evaluation measure is to be maximized, false if it is to be minimized. |
java.lang.String |
measure()
The evaluation measure to optimize. |
int |
numberOfStepsComputed()
The number of steps computed so far in this hyper-parameter search. |
java.util.List<java.lang.String> |
parameters()
List of (hyper-)parameters to optimize. |
IRecommender |
recommender()
The recommender to find the hyperparameters for. |
Method Detail |
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void evalJob()
IRecommender recommender()
java.util.List<java.lang.String> parameters()
java.lang.String measure()
boolean maximize()
int epochSize()
int numberOfStepsComputed()
double bestResult()
java.util.List<java.lang.Object> bestParameterValues()
void computeNextStep()
void computeNextEpoch()
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