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

Class MLPredict

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.AbstractMLPredict
net.algart.executors.modules.opencv.matrices.ml.prediction.MLPredict
All Implemented Interfaces:
AutoCloseable
public final class MLPredict extends AbstractMLPredict

  • Nested Class Summary

    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.AbstractMLPredict

    OUTPUT_IS_CLASSIFIER, OUTPUT_PREDICTION_MODEL_KIND

    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
    MLKind.StatModelBased
    getDefaultPredictor()
     
    boolean
    isPredictionDTreesMaxVote()
     
    boolean
    isPredictionDTreesSum()
     
    static MLPredict
    newPredictNumbers()
     
    static MLPredict
    newPredictPixels()
     
    static net.algart.executors.api.data.SMat
    predict(MLPredictor predictor, net.algart.executors.api.data.SMat samples, boolean selectIndexesOfMaximalResponses, boolean useGPU)
     
    static net.algart.executors.api.data.SNumbers
    predict(MLPredictor predictor, net.algart.executors.api.data.SNumbers samples, boolean selectIndexesOfMaximalResponses, boolean useGPU)
     
    void
    process()
     
    MLPredict
    setDefaultPredictor(MLKind.StatModelBased defaultPredictor)
     
    MLPredict
    setPredictionDTreesMaxVote(boolean predictionDTreesMaxVote)
     
    MLPredict
    setPredictionDTreesSum(boolean predictionDTreesSum)
     

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

    doPredict, doPredict, getPredictionFlagByMask, getPredictionFlags, isPredictionRawOutput, isPredictionRoundResponses, isSelectIndexesOfMaximalResponses, predict, predictNumbers, predictPixels, readPredictor, readStandardPredictor, selectIndexesOfMaximalResponses, setPredictionFlagByMask, setPredictionFlags, setPredictionFlags, setPredictionRawOutput, setPredictionRoundResponses, setSelectIndexesOfMaximalResponses

    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

    • newPredictNumbers

      public static MLPredict newPredictNumbers()

    • newPredictPixels

      public static MLPredict newPredictPixels()

    • getDefaultPredictor

      public MLKind.StatModelBased getDefaultPredictor()

    • setDefaultPredictor

      public MLPredict setDefaultPredictor(MLKind.StatModelBased defaultPredictor)

    • isPredictionDTreesSum

      public boolean isPredictionDTreesSum()

    • setPredictionDTreesSum

      public MLPredict setPredictionDTreesSum(boolean predictionDTreesSum)

    • isPredictionDTreesMaxVote

      public boolean isPredictionDTreesMaxVote()

    • setPredictionDTreesMaxVote

      public MLPredict setPredictionDTreesMaxVote(boolean predictionDTreesMaxVote)

    • process

      public void process()
      Specified by:
      process in class net.algart.executors.api.Executor

    • predict

      public static net.algart.executors.api.data.SNumbers predict(MLPredictor predictor, net.algart.executors.api.data.SNumbers samples, boolean selectIndexesOfMaximalResponses, boolean useGPU)

    • predict

      public static net.algart.executors.api.data.SMat predict(MLPredictor predictor, net.algart.executors.api.data.SMat samples, boolean selectIndexesOfMaximalResponses, boolean useGPU)