Package net.algart.executors.modules.opencv.matrices.ml.training

Class MLTrainSVMSGD

java.lang.Object

net.algart.json.PropertyChecker

net.algart.executors.api.ExecutionBlock

net.algart.executors.api.Executor

net.algart.executors.modules.opencv.common.OpenCVExecutor

net.algart.executors.modules.opencv.matrices.ml.AbstractMLOperation

net.algart.executors.modules.opencv.matrices.ml.AbstractMLTrain

net.algart.executors.modules.opencv.matrices.ml.training.MLTrainSVMSGD

All Implemented Interfaces:

AutoCloseable

public final class MLTrainSVMSGD
extends AbstractMLTrain

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	MLTrainSVMSGD.MarginType
static enum	MLTrainSVMSGD.SVMSGDType

Nested classes/interfaces inherited from class net.algart.executors.api.Executor

net.algart.executors.api.Executor.Timing

Field Summary

Fields inherited from class net.algart.executors.modules.opencv.matrices.ml.AbstractMLTrain

OUTPUT_ACTUAL_TRAINING_RESPONSES, OUTPUT_IS_CLASSIFIER, OUTPUT_TRAINING_ERROR, OUTPUT_TRAINING_METADATA, OUTPUT_TRAINING_MODEL_FILE

Fields inherited from class net.algart.executors.modules.opencv.matrices.ml.AbstractMLOperation

INPUT_SAMPLES, INPUT_TRAINING_RESPONSES, MAX_NUMBER_OF_CATEGORICAL_RESPONSES_FOR_CONVERSION_TO_BINARY

Fields inherited from class net.algart.executors.api.Executor

ENUM_VALUE_OF_NAME_CUSTOM_METHOD, LOG, LOGGABLE_DEBUG, LOGGABLE_INFO, LOGGABLE_TRACE, OUTPUT_EXECUTOR_ID_NAME, OUTPUT_PLATFORM_ID_NAME, OUTPUT_RESOURCE_FOLDER_NAME, STANDARD_VISIBLE_RESULT_PARAMETER_NAME

Fields inherited from class net.algart.executors.api.ExecutionBlock

DEFAULT_INPUT_PORT, DEFAULT_OUTPUT_PORT, EXTENDED_MODE, GLOBAL_SHARED_SESSION_ID, SHOW_INFO_ON_STARTUP

Method Summary

Modifier and Type	Method	Description
protected boolean	categoricalResponses()
double	getInitialStepSize()
double	getMarginRegularization()
MLTrainSVMSGD.MarginType	getMarginType()
double	getStepDecreasingPower()
MLTrainSVMSGD.SVMSGDType	getSvmSgdType()
double	getTerminationEpsilon()
int	getTerminationMaxCount()
boolean	isOptimalParameters()
protected MLKind	modelKind()
static MLTrainSVMSGD	newTrainNumbers()
static MLTrainSVMSGD	newTrainPixels()
void	process()
MLTrainSVMSGD	setInitialStepSize(double initialStepSize)
MLTrainSVMSGD	setMarginRegularization(double marginRegularization)
MLTrainSVMSGD	setMarginType(MLTrainSVMSGD.MarginType marginType)
MLTrainSVMSGD	setOptimalParameters(boolean optimalParameters)
MLTrainSVMSGD	setStepDecreasingPower(double stepDecreasingPower)
MLTrainSVMSGD	setSvmSgdType(MLTrainSVMSGD.SVMSGDType svmSgdType)
MLTrainSVMSGD	setTerminationEpsilon(double terminationEpsilon)
MLTrainSVMSGD	setTerminationMaxCount(int terminationMaxCount)
static String	toString(org.bytedeco.opencv.opencv_ml.SVMSGD model)

Methods inherited from class net.algart.executors.modules.opencv.matrices.ml.AbstractMLTrain

doCalculateError, doCalculateError, doTrain, doTrain, doTrain, getTrainingFlagByMask, getTrainingFlags, isCalculateError, isConvertCategoricalResponses, isTestPredictTrainedSamples, isTrainingCombinedSamplesAndResponses, metadata, setCalculateError, setConvertCategoricalResponses, setTestPredictTrainedSamples, setTrainingCombinedSamplesAndResponses, setTrainingFlagByMask, setTrainingFlags, setTrainingFlags, train, trainNumbers, trainPixels, varType, writeTrainer

Methods inherited from class net.algart.executors.modules.opencv.matrices.ml.AbstractMLOperation

categoricalToMultiBinaryResponses, categoricalToMultiBinaryResponses, getStatModelFile, isRelativizePath, samplesType, selectIndexesOfMaximalMultiResponses, selectIndexesOfMaximalMultiResponses, setRelativizePath, setStatModelFile, statModelFile

Methods inherited from class net.algart.executors.modules.opencv.common.OpenCVExecutor

close, isUseGPU, postprocess, putMat, setMat, setUseGPU, useGPU

Methods inherited from class net.algart.executors.api.Executor

addServiceTime, allocatedMemory, allOutputContainers, allParameters, checkOutputNecessary, configAllocatedMemory, debugTime, defaultInputPortName, defaultInputPortName, defaultOutputPortName, defaultOutputPortName, defaultVisibleResultsInformation, disableOnChangeParameterAutomatic, disableOnChangeParametersAutomatic, execute, execute, executorPlatform, executorResourceFolder, fillSystemOutputs, fineAllocatedMemory, finishTimingOfExecutingAll, getEndProcessingTimeStamp, getServiceTime, getStartProcessingTimeStamp, infoTime, initialize, isCancellingExecutionRequested, isCancellingFurtherExecutionRequested, isMultithreadingEnvironment, isTimingEnabled, isUsingVisibleResultParameter, isVisiblePort, isVisibleResultDisabled, logDebug, logDebug, loggingEnabled, logInfo, logInfo, logTrace, logTrace, onChangeParameter, onChangeParameterAutomatic, parameterControlValueType, parameterJavaType, requestCancellingFurtherExecution, requestContinuingFurtherExecution, reset, resetTiming, setDefaultInputMat, setDefaultInputNumbers, setDefaultInputPort, setDefaultInputScalar, setDefaultOutputMat, setDefaultOutputNumbers, setDefaultOutputPort, setDefaultOutputScalar, setEndProcessingTimeStamp, setMultithreadingEnvironment, setStartProcessingTimeStamp, setTimingEnabled, showStatus, showStatus, skipStandardAutomaticParameters, startTimingOfExecutingAll, status, statusData, toString, useVisibleResultParameter, valueOfLogLevel, visibleOutputPortName, visibleResultsInformation

Methods inherited from class net.algart.executors.api.ExecutionBlock

addInputData, addInputMat, addInputNumbers, addInputScalar, addOneTimeTaskAfterExecutingAll, addOutputData, addOutputMat, addOutputNumbers, addOutputScalar, addPort, addTaskAfterExecutingAll, addTaskBeforeExecutingAll, afterExecutingAll, allInputPorts, allOneTimeTasksAfterExecutingAll, allOutputPorts, allTasksAfterExecutingAll, allTasksBeforeExecutingAll, beforeExecutingAll, checkInputNecessary, clearSession, contextPath, freeAllInputPortData, freeAllOutputPortData, freeAllPortData, getCaller, getContextId, getContextName, getContextPath, getCurrentDirectory, getData, getData, getDoubleScalar, getDoubleScalar, getExecutorId, getExecutorSpecification, getInputData, getInputData, getInputData, getInputData, getInputDataContainer, getInputDataContainer, getInputMat, getInputMat, getInputMat, getInputMat, getInputMatContainer, getInputMatContainer, getInputNumbers, getInputNumbers, getInputNumbers, getInputNumbers, getInputNumbersContainer, getInputNumbersContainer, getInputPort, getInputScalar, getInputScalar, getInputScalar, getInputScalar, getInputScalarContainer, getInputScalarContainer, getIntScalar, getIntScalar, getLongScalar, getLongScalar, getMat, getMat, getNumbers, getNumbers, getOutputPort, getOwnerId, getPlatformId, getPort, getRequiredInputPort, getRequiredOutputPort, getRootCaller, getScalar, getScalar, getSessionId, getStringScalar, getStringScalar, globalExecutorLoaders, hasDefaultInputPort, hasDefaultOutputPort, hasInputPort, hasOutputPort, initializeExecutionSystem, interrupt, isAllOutputsNecessary, isClosed, isInputNecessary, isInterrupted, isInterruptionRequested, isOutputNecessary, isReadOnlyInput, isVisibleResultNecessary, needToRepeat, newExecutor, newExecutor, parameters, putDoubleScalar, putDoubleScalar, putIntScalar, putIntScalar, putJsonScalar, putJsonScalar, putLongScalar, putLongScalar, putMat, putMat, putNumbers, putNumbers, putNumbers, putNumbers, putScalar, putScalar, putStringScalar, putStringScalar, recommendedCategory, recommendedName, removeInputPort, removeOneTimeTaskAfterExecutingAll, removeOutputData, removeOutputPort, removeTaskAfterExecutingAll, removeTaskBeforeExecutingAll, replacePort, requestDefaultOutput, requestOutput, serializedSpecifications, setAllOutputsNecessary, setBooleanParameter, setCaller, setContextId, setContextId, setContextName, setContextPath, setCurrentDirectory, setDoubleParameter, setExecutorSpecification, setInterruptionRequested, setIntParameter, setLongParameter, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalarIfNecessary, setOwnerId, setSessionId, setStringParameter, setVisibleResultNecessary, translateCurrentDirectory

Methods inherited from class net.algart.json.PropertyChecker

doubleOrDefault, doubleOrNegativeInfinity, doubleOrNull, doubleOrPositiveInfinity, greaterThan, greaterThan, greaterThan, greaterThan, greaterThan, greaterThan, inRange, inRange, inRange, inRange, inRange, inRange, intOrDefault, intOrNull, longOrDefault, longOrNull, nonEmpty, nonEmpty, nonEmptyTrimmed, nonEmptyTrimmed, nonLessThan, nonLessThan, nonLessThan, nonLessThan, nonLessThan, nonLessThan, nonNegative, nonNegative, nonNegative, nonNegative, nonNegative, nonNegative, nonNull, nonNull, positive, positive, positive, positive, positive, positive, propertyName

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Method Details

newTrainNumbers

public static MLTrainSVMSGD newTrainNumbers()

newTrainPixels

public static MLTrainSVMSGD newTrainPixels()

getSvmSgdType

public MLTrainSVMSGD.SVMSGDType getSvmSgdType()

setSvmSgdType

public MLTrainSVMSGD setSvmSgdType(MLTrainSVMSGD.SVMSGDType svmSgdType)

getMarginType

public MLTrainSVMSGD.MarginType getMarginType()

setMarginType

public MLTrainSVMSGD setMarginType(MLTrainSVMSGD.MarginType marginType)

isOptimalParameters

public boolean isOptimalParameters()

setOptimalParameters

public MLTrainSVMSGD setOptimalParameters(boolean optimalParameters)

getMarginRegularization

public double getMarginRegularization()

setMarginRegularization

public MLTrainSVMSGD setMarginRegularization(double marginRegularization)

getInitialStepSize

public double getInitialStepSize()

setInitialStepSize

public MLTrainSVMSGD setInitialStepSize(double initialStepSize)

getStepDecreasingPower

public double getStepDecreasingPower()

setStepDecreasingPower

public MLTrainSVMSGD setStepDecreasingPower(double stepDecreasingPower)

getTerminationMaxCount

public int getTerminationMaxCount()

setTerminationMaxCount

public MLTrainSVMSGD setTerminationMaxCount(int terminationMaxCount)

getTerminationEpsilon

public double getTerminationEpsilon()

setTerminationEpsilon

public MLTrainSVMSGD setTerminationEpsilon(double terminationEpsilon)

process

public void process()

Specified by:

process in class net.algart.executors.api.Executor

toString

public static String toString(org.bytedeco.opencv.opencv_ml.SVMSGD model)

modelKind

protected MLKind modelKind()

Specified by:

modelKind in class AbstractMLTrain

categoricalResponses

protected boolean categoricalResponses()

Specified by:

categoricalResponses in class AbstractMLTrain