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

Class MLTrainNormalBayesClassifier

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.MLTrainNormalBayesClassifier
All Implemented Interfaces:
AutoCloseable
public final class MLTrainNormalBayesClassifier extends AbstractMLTrain

  • Nested Class Summary

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

    net.algart.executors.api.Executor.Timing

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

    net.algart.executors.api.ExecutionBlock.ExecutionMode

  • 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()
     
    protected MLKind
    modelKind()
     
    static MLTrainNormalBayesClassifier
    newTrainNumbers()
     
    static MLTrainNormalBayesClassifier
    newTrainPixels()
     
    void
    process()
     

    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, ofLogLevel, 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, 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, allSerializedSpecificationsArray, 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, globalLoaders, 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, 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