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.SystemParameter, 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, 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, samplesType, selectIndexesOfMaximalMultiResponses, selectIndexesOfMaximalMultiResponses, 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, executorModel, executorModel, executorPlatform, executorResourceFolder, fillSystemOutputs, fineAllocatedMemory, finishTimingOfExecutingAll, freeAllInputPortData, freeAllOutputPortData, freeAllPortData, getCurrentDirectory, 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, requestOutput, reset, resetTiming, setCurrentDirectory, setDefaultInputMat, setDefaultInputNumbers, setDefaultInputPort, setDefaultInputScalar, setDefaultOutputMat, setDefaultOutputNumbers, setDefaultOutputPort, setDefaultOutputScalar, setEndProcessingTimeStamp, setMultithreadingEnvironment, setStartProcessingTimeStamp, setTimingEnabled, showStatus, showStatus, skipStandardAutomaticParameters, startTimingOfExecutingAll, status, statusData, toString, translateCurrentDirectory, 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, availableExecutorModelArray, availableExecutorModelDescriptions, beforeExecutingAll, checkInputNecessary, clearSession, contextPath, getCaller, getContextId, getContextName, getContextPath, getData, getData, getDoubleScalar, getDoubleScalar, getExecutorId, getExecutorModelDescription, 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, hasDefaultInputPort, hasDefaultOutputPort, hasInputPort, hasOutputPort, initializeExecutionSystem, interrupt, isAllOutputsNecessary, isClosed, isInputNecessary, isInterrupted, isInterruptionRequested, isOutputNecessary, isReadOnlyInput, isVisibleResultNecessary, needToRepeat, newExecutionBlock, parameters, putDoubleScalar, putDoubleScalar, putIntScalar, putIntScalar, putJsonScalar, putJsonScalar, putLongScalar, putLongScalar, putMat, putMat, putNumbers, putNumbers, putNumbers, putNumbers, putScalar, putScalar, putStringScalar, putStringScalar, recommendedCategory, recommendedName, registerExecutionBlockLoader, removeInputPort, removeOneTimeTaskAfterExecutingAll, removeOutputData, removeOutputPort, removeTaskAfterExecutingAll, removeTaskBeforeExecutingAll, replacePort, setAllOutputsNecessary, setBooleanParameter, setCaller, setContextId, setContextId, setContextName, setContextPath, setDoubleParameter, setInterruptionRequested, setIntParameter, setLongParameter, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalarIfNecessary, setOwnerId, setSessionId, setStringParameter, setVisibleResultNecessary

    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