jsat.parameters

Interface Parameterized

All Known Subinterfaces:

KernelTrick

All Known Implementing Classes:

AdaBoostM1, ALMA2K, AMM, ArcX4, AROW, BackPropagationNet, Bagging, BaseKernelTrick, BaseL2Kernel, BBR, BestClassDistribution, BinaryCalibration, BOGD, BorderlineSMOTE, CPM, CSKLR, CSKLRBatch, DANN, DataModelPipeline, DataTransformBase, DataTransformProcess, DCD, DCDs, DCSVM, DDAG, DecisionStump, DecisionTree, DistanceMetricBasedKernel, DReDNetSimple, DUOL, ElkanKernelKMeans, ElkanKMeans, EmphasisBoost, ERTrees, ExponetialDecay, ExtraTree, FLAME, Forgetron, GapStatistic, GeneralRBFKernel, GMeans, HamerlyKMeans, HDBSCAN, InverseDecay, IsotonicCalibration, JaccardDistance, JLTransform, KernelKMeans, KernelPCA, KernelRidgeRegression, KernelRLS, KernelSGD, KMeans, KMeansPDN, LinearBatch, LinearDecay, LinearKernel, LinearL1SCD, LinearSGD, LloydKernelKMeans, LogisticRegressionDCD, LogitBoost, LogitBoostPL, LSDBC, LSSVM, LVQ, LVQLLC, LWL, MetricKDE, ModestAdaBoost, MultinomialNaiveBayes, MultivariateNormals, NadarayaWatson, NaiveBayes, NaiveKMeans, NearestNeighbour, NewGLMNET, NHERD, NormalizedKernel, Nystrom, OneVSAll, OneVSOne, OnlineAMM, OnlineLDAsvi, OPTICS, OrdinaryKriging, OSKL, PassiveAggressive, Pegasos, PegasosK, PlattCalibration, PlattSMO, PolynomialKernel, PowerDecay, Projectron, PukKernel, RandomDecisionTree, RandomForest, RANSAC, RationalQuadraticKernel, RBFKernel, RBFNet, RegressorToClassifier, RFF_RBF, RidgeRegression, SAMME, SBP, SCD, SCW, SDCA, SigmoidKernel, SMIDAS, SMOTE, SOM, SPA, STGD, StochasticGradientBoosting, StochasticMultinomialLogisticRegression, StochasticRidgeRegression, StochasticSTLinearL1, Wagging, WaggingNormal, WhitenedPCA, WhitenedZCA, XMeans

public interface 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.

Method Summary

Modifier and Type	Method and Description
default Parameter	getParameter(java.lang.String paramName) Returns the parameter with the given name.
default java.util.List<Parameter>	getParameters() Returns the list of parameters that can be altered for this learner.

Method Detail

getParameters

default java.util.List<Parameter> getParameters()

Returns the list of parameters that can be altered for this learner.

Returns:

the list of parameters that can be altered for this learner.

getParameter

default Parameter getParameter(java.lang.String paramName)

Returns the parameter with the given name. Two different strings may map to a single Parameter object. An ASCII only string, and a Unicode style string.

Parameters:

paramName - the name of the parameter to obtain

Returns:

the Parameter in question, or null if no such named Parameter exists.