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Change Parameter Type textExtractorParameters : AbstractTextExtractor.Parameters to textExtractorParameters : AbstractTextExtractor.AbstractParameters in method public setTextExtractorParameters(textExtractorParameters AbstractTextExtractor.AbstractParameters) : void in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Parameter Type featureSelectionTrainingParameters : FS.TrainingParameters to featureSelectionTrainingParameters : FS.AbstractTrainingParameters in method public setFeatureSelectionTrainingParameters(featureSelectionTrainingParameters FS.AbstractTrainingParameters) : void in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Parameter Type dataTransformerTrainingParameters : DT.TrainingParameters to dataTransformerTrainingParameters : DT.AbstractTrainingParameters in method public setDataTransformerTrainingParameters(dataTransformerTrainingParameters DT.AbstractTrainingParameters) : void in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Parameter Type mlmodelTrainingParameters : ML.TrainingParameters to mlmodelTrainingParameters : ML.AbstractTrainingParameters in method public setMLmodelTrainingParameters(mlmodelTrainingParameters ML.AbstractTrainingParameters) : void in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Parameter Type regressionTrainingParameters : AbstractRegressor.TrainingParameters to regressionTrainingParameters : AbstractRegressor.AbstractTrainingParameters in method public setRegressionTrainingParameters(regressionTrainingParameters AbstractRegressor.AbstractTrainingParameters) : void in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Parameter Type aClass : Class<? extends AbstractAlgorithm> to aClass : Class<? extends AbstractModeler> in method public kFoldCrossValidation(dataset Dataframe, k int, dbName String, dbConf DatabaseConfiguration, aClass Class<? extends AbstractModeler>, trainingParameters TP) : VM in class com.datumbox.framework.machinelearning.common.abstracts.validators.AbstractValidator |
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Change Parameter Type weakClassifierTrainingParameters : AbstractClassifier.TrainingParameters to weakClassifierTrainingParameters : AbstractClassifier.AbstractTrainingParameters in method public setWeakClassifierTrainingParameters(weakClassifierTrainingParameters AbstractClassifier.AbstractTrainingParameters) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.AbstractTrainingParameters |
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Change Return Type AbstractRegressor.TrainingParameters to AbstractRegressor.AbstractTrainingParameters in method public getRegressionTrainingParameters() : AbstractRegressor.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Return Type AbstractAlgorithm.ValidationMetrics to ValidationMetrics in method private evaluateData(data Dataframe, estimateValidationMetrics boolean) : ValidationMetrics in class com.datumbox.applications.datamodeling.Modeler |
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Change Return Type AbstractClassifier.TrainingParameters to AbstractClassifier.AbstractTrainingParameters in method public getWeakClassifierTrainingParameters() : AbstractClassifier.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.AbstractTrainingParameters |
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Change Return Type AbstractTextExtractor.Parameters to AbstractTextExtractor.AbstractParameters in method public getTextExtractorParameters() : AbstractTextExtractor.AbstractParameters in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Return Type DT.TrainingParameters to DT.AbstractTrainingParameters in method public getDataTransformerTrainingParameters() : DT.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Return Type ML.TrainingParameters to ML.AbstractTrainingParameters in method public getMLmodelTrainingParameters() : ML.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Return Type FS.TrainingParameters to FS.AbstractTrainingParameters in method public getFeatureSelectionTrainingParameters() : FS.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Return Type AbstractAlgorithm.ValidationMetrics to ValidationMetrics in method public validate(datasets Map<Object,URI>) : ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Return Type AbstractAlgorithm.ValidationMetrics to ValidationMetrics in method public validate(testData Dataframe) : ValidationMetrics in class com.datumbox.applications.datamodeling.Modeler |
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Change Return Type AbstractAlgorithm.ValidationMetrics to ValidationMetrics in method public validate(testDataset Dataframe) : ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer.ValidationMetrics renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer.AbstractValidationMetrics |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractCategoricalFeatureSelector.ModelParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractCategoricalFeatureSelector.AbstractModelParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes.ModelParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes.AbstractModelParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM.ModelParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM.AbstractModelParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes.TrainingParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes.AbstractTrainingParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer.Cluster renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer.AbstractCluster |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.ModelParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.AbstractModelParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractLinearRegression.ModelParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractLinearRegression.AbstractModelParameters |
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Rename Class com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor.Parameters renamed to com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor.AbstractParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.TrainingParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.AbstractTrainingParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.ValidationMetrics renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.AbstractValidationMetrics |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.TrainingParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer.ModelParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer.AbstractModelParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractLinearRegression.ValidationMetrics renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractLinearRegression.AbstractValidationMetrics |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractModeler |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractCategoricalFeatureSelector.TrainingParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractCategoricalFeatureSelector.AbstractTrainingParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM.Cluster renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM.AbstractCluster |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.ModelParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.AbstractModelParameters |
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Rename Class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM.TrainingParameters renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM.AbstractTrainingParameters |
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Change Variable Type modelParameters : ModelParameters to modelParameters : AbstractModelParameters in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes |
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Change Variable Type modelParameters : ModelParameters to modelParameters : AbstractModelParameters in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type modelParameters : ModelParameters to modelParameters : AbstractModelParameters in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM |
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Change Variable Type clusterList : Map<Integer,Cluster> to clusterList : Map<Integer,AbstractCluster> in method public _predictRecord(r Record) : Prediction in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM |
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Change Variable Type trainingParameters : TrainingParameters to trainingParameters : AbstractTrainingParameters in method private deleteWeakClassifiers() : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type trainingParameters : TrainingParameters to trainingParameters : AbstractTrainingParameters in method private collapsedGibbsSampling(dataset Dataframe) : int in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM |
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Change Variable Type modelParameters : ModelParameters to modelParameters : AbstractModelParameters in method private deleteWeakClassifiers() : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type modelParameters : ModelParameters to modelParameters : AbstractModelParameters in method private collapsedGibbsSampling(dataset Dataframe) : int in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM |
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Change Variable Type featureSelectionParameters : AbstractFeatureSelector.TrainingParameters to featureSelectionParameters : AbstractFeatureSelector.AbstractTrainingParameters in method protected _fit(trainingDataset Dataframe) : void in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type trainingParameters : TrainingParameters to trainingParameters : AbstractTrainingParameters in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type vm : AbstractClassifier.ValidationMetrics to vm : AbstractClassifier.AbstractValidationMetrics in method public testValidate() : void in class com.datumbox.framework.machinelearning.topicmodeling.LatentDirichletAllocationTest |
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Change Variable Type modelParameters : ModelParameters to modelParameters : AbstractModelParameters in method public _predictRecord(r Record) : Prediction in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM |
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Change Variable Type weakClassifierTrainingParameters : AbstractClassifier.TrainingParameters to weakClassifierTrainingParameters : AbstractClassifier.AbstractTrainingParameters in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type vm : AbstractAlgorithm.ValidationMetrics to vm : ValidationMetrics in method public validate(datasets Map<Object,URI>) : ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type c : Cluster to c : AbstractCluster in method public _predictRecord(r Record) : Prediction in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM |
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Change Variable Type vm : AbstractAlgorithm.ValidationMetrics to vm : ValidationMetrics in method public validate(testDataset Dataframe) : ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type modelParameters : ModelParameters to modelParameters : AbstractModelParameters in method public _predictRecord(r Record) : Prediction in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes |
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Change Variable Type vm : AbstractAlgorithm.ValidationMetrics to vm : ValidationMetrics in method private evaluateData(data Dataframe, estimateValidationMetrics boolean) : ValidationMetrics in class com.datumbox.applications.datamodeling.Modeler |
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Change Variable Type mlmodel : AbstractAlgorithm<MP,TP,VM> to mlmodel : AbstractModeler<MP,TP,VM> in method public kFoldCrossValidation(dataset Dataframe, k int, dbName String, dbConf DatabaseConfiguration, aClass Class<? extends AbstractModeler>, trainingParameters TP) : VM in class com.datumbox.framework.machinelearning.common.abstracts.validators.AbstractValidator |
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Change Attribute Type mlmodelTrainingParameters : ML.TrainingParameters to mlmodelTrainingParameters : ML.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Attribute Type textExtractorParameters : AbstractTextExtractor.Parameters to textExtractorParameters : AbstractTextExtractor.AbstractParameters in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Attribute Type dataTransformerTrainingParameters : DT.TrainingParameters to dataTransformerTrainingParameters : DT.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Attribute Type mlmodel : AbstractAlgorithm to mlmodel : AbstractModeler in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper |
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Change Attribute Type featureSelectionTrainingParameters : FS.TrainingParameters to featureSelectionTrainingParameters : FS.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.AbstractTrainingParameters |
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Change Attribute Type weakClassifierTrainingParameters : AbstractClassifier.TrainingParameters to weakClassifierTrainingParameters : AbstractClassifier.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.AbstractTrainingParameters |
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Change Attribute Type regressionTrainingParameters : AbstractRegressor.TrainingParameters to regressionTrainingParameters : AbstractRegressor.AbstractTrainingParameters in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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