Package jsat.parameters

Interface Summary

Interface	Description
Parameterized	An algorithm may be Parameterized, meaning it has one or more parameters that can be tuned or alter the results of the algorithm in question.

Class Summary

Class	Description
BooleanParameter	A boolean parameter that may be altered.
DecayRateParameter	A parameter for changing between the default decay rates.
DoubleParameter	A double parameter that may be altered.
GridSearch	GridSearch is a simple method for tuning the parameters of a classification or regression algorithm.
IntParameter	An integer parameter that may be altered.
KernelFunctionParameter	A default Parameter semi-implementation for classes that require a KernelFunction to be specified.
MetricParameter	A MetricParameter is a parameter controller for the DistanceMetric used by the current algorithm.
ModelSearch	This abstract class provides boilerplate for algorithms that search a model's parameter space to find the parameters that provide the best overall performance.
ObjectParameter<T>	A parameter that could be one of a finite number of possible objects.
Parameter	This interface provides a programmable manner in which the parameters of an algorithm may be altered and adjusted.
RandomSearch	Random Search is a simple method for tuning the parameters of a classification or regression algorithm.

Annotation Types Summary

Annotation Type	Description
Parameter.ParameterHolder	Adding this annotation to a field tells the Parameter.getParamsFromMethods(java.lang.Object) method to search this object recursively for more parameter get/set pairs. Placing this annotation on a Collection will cause the search to be done recursively over each item in the collection.
Parameter.WarmParameter	Adding this annotation to a method tells the Parameter.getParamsFromMethods(java.lang.Object) method to consider the Parameter object generated for that method a preferred parameter for warm starting.