Modifier and Type | Method and Description |
---|---|
Parameter |
RegressorToClassifier.getParameter(String paramName) |
Parameter |
OneVSOne.getParameter(String paramName) |
Parameter |
OneVSAll.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
RegressorToClassifier.getParameters() |
List<Parameter> |
OneVSOne.getParameters() |
List<Parameter> |
OneVSAll.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
NaiveBayes.getParameter(String paramName) |
Parameter |
MultinomialNaiveBayes.getParameter(String paramName) |
Parameter |
BestClassDistribution.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
NaiveBayes.getParameters() |
List<Parameter> |
MultinomialNaiveBayes.getParameters() |
List<Parameter> |
BestClassDistribution.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
Wagging.getParameter(String paramName) |
Parameter |
SAMME.getParameter(String paramName) |
Parameter |
ModestAdaBoost.getParameter(String paramName) |
Parameter |
LogitBoost.getParameter(String paramName) |
Parameter |
EmphasisBoost.getParameter(String paramName) |
Parameter |
Bagging.getParameter(String paramName) |
Parameter |
ArcX4.getParameter(String paramName) |
Parameter |
AdaBoostM1.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
Wagging.getParameters() |
List<Parameter> |
SAMME.getParameters() |
List<Parameter> |
ModestAdaBoost.getParameters() |
List<Parameter> |
LogitBoost.getParameters() |
List<Parameter> |
EmphasisBoost.getParameters() |
List<Parameter> |
Bagging.getParameters() |
List<Parameter> |
ArcX4.getParameters() |
List<Parameter> |
AdaBoostM1.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
BinaryCalibration.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
BinaryCalibration.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
NearestNeighbour.getParameter(String paramName) |
Parameter |
LWL.getParameter(String paramName) |
Parameter |
DANN.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
NearestNeighbour.getParameters() |
List<Parameter> |
LWL.getParameters() |
List<Parameter> |
DANN.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
StochasticSTLinearL1.getParameter(String paramName) |
Parameter |
StochasticMultinomialLogisticRegression.getParameter(String paramName) |
Parameter |
STGD.getParameter(String paramName) |
Parameter |
SPA.getParameter(String paramName) |
Parameter |
SCW.getParameter(String paramName) |
Parameter |
SCD.getParameter(String paramName) |
Parameter |
PassiveAggressive.getParameter(String paramName) |
Parameter |
NHERD.getParameter(String paramName) |
Parameter |
NewGLMNET.getParameter(String paramName) |
Parameter |
LogisticRegressionDCD.getParameter(String paramName) |
Parameter |
LinearSGD.getParameter(String paramName) |
Parameter |
LinearBatch.getParameter(String paramName) |
Parameter |
BBR.getParameter(String paramName) |
Parameter |
AROW.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
StochasticSTLinearL1.getParameters() |
List<Parameter> |
StochasticMultinomialLogisticRegression.getParameters() |
List<Parameter> |
STGD.getParameters() |
List<Parameter> |
SPA.getParameters() |
List<Parameter> |
SCW.getParameters() |
List<Parameter> |
SCD.getParameters() |
List<Parameter> |
PassiveAggressive.getParameters() |
List<Parameter> |
NHERD.getParameters() |
List<Parameter> |
NewGLMNET.getParameters() |
List<Parameter> |
LogisticRegressionDCD.getParameters() |
List<Parameter> |
LinearSGD.getParameters() |
List<Parameter> |
LinearBatch.getParameters() |
List<Parameter> |
BBR.getParameters() |
List<Parameter> |
AROW.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
Projectron.getParameter(String paramName) |
Parameter |
OSKL.getParameter(String paramName) |
Parameter |
KernelSGD.getParameter(String paramName) |
Parameter |
Forgetron.getParameter(String paramName) |
Parameter |
DUOL.getParameter(String paramName) |
Parameter |
CSKLRBatch.getParameter(String paramName) |
Parameter |
CSKLR.getParameter(String paramName) |
Parameter |
BOGD.getParameter(String paramName) |
Parameter |
ALMA2K.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
Projectron.getParameters() |
List<Parameter> |
OSKL.getParameters() |
List<Parameter> |
KernelSGD.getParameters() |
List<Parameter> |
Forgetron.getParameters() |
List<Parameter> |
DUOL.getParameters() |
List<Parameter> |
CSKLRBatch.getParameters() |
List<Parameter> |
CSKLR.getParameters() |
List<Parameter> |
BOGD.getParameters() |
List<Parameter> |
ALMA2K.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
SOM.getParameter(String paramName) |
Parameter |
RBFNet.getParameter(String paramName) |
Parameter |
LVQ.getParameter(String paramName) |
Parameter |
DReDNetSimple.getParameter(String paramName) |
Parameter |
BackPropagationNet.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
SOM.getParameters() |
List<Parameter> |
RBFNet.getParameters() |
List<Parameter> |
LVQ.getParameters() |
List<Parameter> |
DReDNetSimple.getParameters() |
List<Parameter> |
BackPropagationNet.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
SBP.getParameter(String paramName) |
Parameter |
PlattSMO.getParameter(String paramName) |
Parameter |
PegasosK.getParameter(String paramName) |
Parameter |
Pegasos.getParameter(String paramName) |
Parameter |
LSSVM.getParameter(String paramName) |
Parameter |
DCSVM.getParameter(String paramName) |
Parameter |
DCDs.getParameter(String paramName) |
Parameter |
DCD.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
SBP.getParameters() |
List<Parameter> |
PlattSMO.getParameters() |
List<Parameter> |
PegasosK.getParameters() |
List<Parameter> |
Pegasos.getParameters() |
List<Parameter> |
LSSVM.getParameters() |
List<Parameter> |
DCSVM.getParameters() |
List<Parameter> |
DCDs.getParameters() |
List<Parameter> |
DCD.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
OnlineAMM.getParameter(String paramName) |
Parameter |
CPM.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
OnlineAMM.getParameters() |
List<Parameter> |
CPM.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
RandomForest.getParameter(String paramName) |
Parameter |
ExtraTree.getParameter(String paramName) |
Parameter |
DecisionTree.getParameter(String paramName) |
Parameter |
DecisionStump.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
RandomForest.getParameters() |
List<Parameter> |
ExtraTree.getParameters() |
List<Parameter> |
DecisionTree.getParameters() |
List<Parameter> |
DecisionStump.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
OPTICS.getParameter(String paramName) |
Parameter |
LSDBC.getParameter(String paramName) |
Parameter |
HDBSCAN.getParameter(String paramName) |
Parameter |
GapStatistic.getParameter(String paramName) |
Parameter |
FLAME.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
OPTICS.getParameters() |
List<Parameter> |
LSDBC.getParameters() |
List<Parameter> |
HDBSCAN.getParameters() |
List<Parameter> |
GapStatistic.getParameters() |
List<Parameter> |
FLAME.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
KMeans.getParameter(String paramName) |
Parameter |
KernelKMeans.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
KMeans.getParameters() |
List<Parameter> |
KernelKMeans.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
DataTransformProcess.getParameter(String paramName) |
Parameter |
DataTransformBase.getParameter(String paramName) |
Parameter |
DataModelPipeline.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
DataTransformProcess.getParameters() |
List<Parameter> |
DataTransformBase.getParameters() |
List<Parameter> |
DataModelPipeline.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
SigmoidKernel.getParameter(String paramName) |
Parameter |
PolynomialKernel.getParameter(String paramName) |
Parameter |
NormalizedKernel.getParameter(String paramName) |
Parameter |
LinearKernel.getParameter(String paramName) |
Parameter |
DistanceMetricBasedKernel.getParameter(String paramName) |
Parameter |
BaseL2Kernel.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
SigmoidKernel.getParameters() |
List<Parameter> |
PolynomialKernel.getParameters() |
List<Parameter> |
NormalizedKernel.getParameters() |
List<Parameter> |
LinearKernel.getParameters() |
List<Parameter> |
DistanceMetricBasedKernel.getParameters() |
List<Parameter> |
BaseL2Kernel.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
MetricKDE.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
MetricKDE.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
PowerDecay.getParameter(String paramName) |
Parameter |
LinearDecay.getParameter(String paramName) |
Parameter |
InverseDecay.getParameter(String paramName) |
Parameter |
ExponetialDecay.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
PowerDecay.getParameters() |
List<Parameter> |
LinearDecay.getParameters() |
List<Parameter> |
InverseDecay.getParameters() |
List<Parameter> |
ExponetialDecay.getParameters() |
Modifier and Type | Class and Description |
---|---|
class |
BooleanParameter
A boolean parameter that may be altered.
|
class |
DecayRateParameter
A parameter for changing between the default
decay rates . |
class |
DoubleParameter
A double parameter that may be altered.
|
class |
IntParameter
An integer parameter that may be altered.
|
class |
KernelFunctionParameter
A default Parameter semi-implementation for classes that require a
KernelFunction to be specified. |
class |
MetricParameter
A MetricParameter is a parameter controller for the
DistanceMetric
used by the current algorithm. |
class |
ObjectParameter<T>
A parameter that could be one of a finite number of possible objects.
|
Modifier and Type | Field and Description |
---|---|
protected List<Parameter> |
ModelSearch.searchParams
The list of parameters we will search for, currently only Int and Double
params should be used
|
Modifier and Type | Method and Description |
---|---|
Parameter |
Parameterized.getParameter(String paramName)
Returns the parameter with the given name.
|
protected Parameter |
ModelSearch.getParameterByName(String name)
Finds the parameter object with the given name, or throws an exception if
a parameter with the given name does not exist.
|
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
Parameterized.getParameters()
Returns the list of parameters that can be altered for this learner.
|
static List<Parameter> |
Parameter.getParamsFromMethods(Object obj)
Given an object, this method will use reflection to automatically find
getter and setter method pairs, and create Parameter object for each
getter setter pair.
Getters are found by searching for no argument methods that start with "get" or "is". |
static Map<String,Parameter> |
Parameter.toParameterMap(List<Parameter> params)
Creates a map of all possible parameter names to their corresponding object.
|
Modifier and Type | Method and Description |
---|---|
static Map<String,Parameter> |
Parameter.toParameterMap(List<Parameter> params)
Creates a map of all possible parameter names to their corresponding object.
|
Modifier and Type | Method and Description |
---|---|
Parameter |
StochasticRidgeRegression.getParameter(String paramName) |
Parameter |
StochasticGradientBoosting.getParameter(String paramName) |
Parameter |
RidgeRegression.getParameter(String paramName) |
Parameter |
RANSAC.getParameter(String paramName) |
Parameter |
OrdinaryKriging.getParameter(String paramName) |
Parameter |
NadarayaWatson.getParameter(String paramName) |
Parameter |
KernelRLS.getParameter(String paramName) |
Parameter |
KernelRidgeRegression.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
StochasticRidgeRegression.getParameters() |
List<Parameter> |
StochasticGradientBoosting.getParameters() |
List<Parameter> |
RidgeRegression.getParameters() |
List<Parameter> |
RANSAC.getParameters() |
List<Parameter> |
OrdinaryKriging.getParameters() |
List<Parameter> |
NadarayaWatson.getParameters() |
List<Parameter> |
KernelRLS.getParameters() |
List<Parameter> |
KernelRidgeRegression.getParameters() |
Modifier and Type | Method and Description |
---|---|
Parameter |
OnlineLDAsvi.getParameter(String paramName) |
Modifier and Type | Method and Description |
---|---|
List<Parameter> |
OnlineLDAsvi.getParameters() |
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