org.jdmp.core.algorithm

Interface Algorithm

All Superinterfaces:

Clearable, Cloneable, CoreObject, HasAlgorithmMap, HasDataSetMap, HasDescription, HasGUIObject, HasId, HasLabel, HasVariableMap, Serializable

All Known Implementing Classes:

About, Abs, AbstractAlgorithm, AbstractClassifier, AbstractClusterer, AbstractCompressor, AbstractHashing, AbstractIndex, AbstractRegressor, AbstractTagger, AbstractTokenizer, AlgorithmFiveSources, AlgorithmNoSource, AlgorithmTwoSources, Bagging, Cd, ClassPath, Clone, ConstantClassifier, Copy, CreateEmptyMatrix, CreateHenon, CreateIris, CreateLinReg, CreateListMatrix, CreateMapMatrix, CreateMLP, CreateModule, CreateNaiveBayes, CreateSample, CreateSunSpotData, DimmingFunction, Env, Exec, Exit, Export, FeatureSelector, FMeasure, Gauss, Ginv, HashRandomProjection, Help, Import, Info, Inv, KNNClassifier, LinearRegression, LinearRegressionGradientDescent, LocalitySensitiveHashing, LogisticFunction, Logisticmap, LogisticRegression, Mean, Memory, MinHashing, Minus, Mtimes, MultiClassClassifier, MultiIndex, MultiLayerNetwork, MultivariateGaussianDensityEstimator, NaiveBayesClassifier, NetworkLayerBackward, NetworkLayerForward, Ones, Paste, PCA, Plus, Precision, Processors, Properties, Pwd, Rand, Randn, RandomClassifier, Recall, Repeat, ReturningFunctionOne, ReturningFunctionTanh, Seed, SelfOrganizingMap, SemiSupervisedEM, Sensitivity, SerialExecution, Show, ShowLicense, Specificity, Sum, Systemtime, Tanh, TanhPlusOne, Threads, Times, Transpose, Version, Weighting, WeightUpdate, Zeros

public interface Algorithm
extends CoreObject, HasVariableMap, HasDataSetMap, HasAlgorithmMap

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	Algorithm.EdgeDirection

Field Summary

Fields

Modifier and Type	Field and Description
static Class<?>[]	ALGORITHMARRAY
static String	COMPRESSED
static String	DECOMPRESSED
static String	DIFFERENCE
static String	DIMENSION
static String	HASH
static String	IGNORENAN
static String	INPUT
static String	PREDICTED
static String	RMSE
static String	SOURCE
static String	TARGET
static String	WEIGHT

Fields inherited from interface org.ujmp.core.interfaces.HasId

ID

Fields inherited from interface org.ujmp.core.interfaces.HasLabel

LABEL

Fields inherited from interface org.ujmp.core.interfaces.HasDescription

DESCRIPTION

Method Summary

Methods

Modifier and Type	Method and Description
void	addVariableKey(String key)
Map<String,Object>	calculate()
Map<String,Object>	calculate(double... input)
Map<String,Object>	calculate(List<Matrix> matrices)
Map<String,Object>	calculate(Matrix... input)
Map<String,Object>	calculateObjects(List<Object> matrices)
Map<String,Object>	calculateObjects(Map<String,Object> objects)
Map<String,Object>	calculateObjects(Object... input)
Algorithm.EdgeDirection	getEdgeDirection(String key)
String	getEdgeLabel(String key)
List<String>	getInputKeys()
List<String>	getOutputKeys()
List<String>	getVariableKeys()
void	setAlgorithm(String key, Algorithm a)
void	setEdgeDirection(String key, Algorithm.EdgeDirection direction)
void	setEdgeLabel(String key, String edgeLabel)
void	setVariable(String key, Variable variable)

Methods inherited from interface org.ujmp.core.interfaces.CoreObject

clone, getCoreObjectId

Methods inherited from interface org.ujmp.core.interfaces.Clearable

clear

Methods inherited from interface org.ujmp.core.interfaces.HasGUIObject

fireValueChanged, getGUIObject, showGUI

Methods inherited from interface org.ujmp.core.interfaces.HasId

getId, setId

Methods inherited from interface org.ujmp.core.interfaces.HasLabel

getLabel, getLabelObject, setLabel

Methods inherited from interface org.ujmp.core.interfaces.HasDescription

getDescription, setDescription

Methods inherited from interface org.jdmp.core.variable.HasVariableMap

getVariableMap

Methods inherited from interface org.jdmp.core.dataset.HasDataSetMap

getDataSetMap

Methods inherited from interface org.jdmp.core.algorithm.HasAlgorithmMap

getAlgorithmMap

Field Detail

ALGORITHMARRAY

static final Class<?>[] ALGORITHMARRAY

SOURCE

static final String SOURCE

See Also:

Constant Field Values

DIMENSION

static final String DIMENSION

See Also:

Constant Field Values

IGNORENAN

static final String IGNORENAN

See Also:

Constant Field Values

TARGET

static final String TARGET

See Also:

Constant Field Values

INPUT

static final String INPUT

See Also:

Constant Field Values

RMSE

static final String RMSE

See Also:

Constant Field Values

WEIGHT

static final String WEIGHT

See Also:

Constant Field Values

DIFFERENCE

static final String DIFFERENCE

See Also:

Constant Field Values

PREDICTED

static final String PREDICTED

See Also:

Constant Field Values

COMPRESSED

static final String COMPRESSED

See Also:

Constant Field Values

DECOMPRESSED

static final String DECOMPRESSED

See Also:

Constant Field Values

HASH

static final String HASH

See Also:

Constant Field Values

Method Detail

setVariable

void setVariable(String key,
               Variable variable)

setAlgorithm

void setAlgorithm(String key,
                Algorithm a)

calculate

Map<String,Object> calculate()

calculate

Map<String,Object> calculate(Matrix... input)

calculateObjects

Map<String,Object> calculateObjects(Object... input)

calculate

Map<String,Object> calculate(double... input)

calculate

Map<String,Object> calculate(List<Matrix> matrices)

calculateObjects

Map<String,Object> calculateObjects(List<Object> matrices)

calculateObjects

Map<String,Object> calculateObjects(Map<String,Object> objects)

getEdgeDirection

Algorithm.EdgeDirection getEdgeDirection(String key)

getEdgeLabel

String getEdgeLabel(String key)

setEdgeDirection

void setEdgeDirection(String key,
                    Algorithm.EdgeDirection direction)

setEdgeLabel

void setEdgeLabel(String key,
                String edgeLabel)

addVariableKey

void addVariableKey(String key)

getVariableKeys

List<String> getVariableKeys()

getInputKeys

List<String> getInputKeys()

getOutputKeys

List<String> getOutputKeys()