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Change Parameter Type weakClassifierClass : Class<? extends BaseMLclassifier> to weakClassifierClass : Class<? extends AbstractClassifier> in method public setWeakClassifierClass(weakClassifierClass Class<? extends AbstractClassifier>) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.TrainingParameters |
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Change Parameter Type regressionTrainingParameters : BaseMLregressor.TrainingParameters to regressionTrainingParameters : AbstractRegressor.TrainingParameters in method public setRegressionTrainingParameters(regressionTrainingParameters AbstractRegressor.TrainingParameters) : void in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Parameter Type modelValidator : ModelValidation<MP,TP,VM> to modelValidator : AbstractValidator<MP,TP,VM> in method protected AbstractTopicModeler(dbName String, dbConf DatabaseConfiguration, mpClass Class<MP>, tpClass Class<TP>, vmClass Class<VM>, modelValidator AbstractValidator<MP,TP,VM>) in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractTopicModeler |
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Change Parameter Type textExtractorParameters : TextExtractor.Parameters to textExtractorParameters : AbstractTextExtractor.Parameters in method public setTextExtractorParameters(textExtractorParameters AbstractTextExtractor.Parameters) : void in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Parameter Type dbType : DatabaseType to dbType : DBType in method private openDB(dbType DBType) : DB in class com.datumbox.common.persistentstorage.mapdb.MapDBConnector |
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Change Parameter Type modelValidator : ModelValidation<MP,TP,VM> to modelValidator : AbstractValidator<MP,TP,VM> in method protected AbstractRegressor(dbName String, dbConf DatabaseConfiguration, mpClass Class<MP>, tpClass Class<TP>, vmClass Class<VM>, modelValidator AbstractValidator<MP,TP,VM>) in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor |
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Change Parameter Type modelValidator : ModelValidation<MP,TP,VM> to modelValidator : AbstractValidator<MP,TP,VM> in method protected AbstractClusterer(dbName String, dbConf DatabaseConfiguration, mpClass Class<MP>, tpClass Class<TP>, vmClass Class<VM>, modelValidator AbstractValidator<MP,TP,VM>) in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer |
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Change Parameter Type textExtractor : TextExtractor to textExtractor : AbstractTextExtractor in method public parseTextFiles(textFilesMap Map<Object,URI>, textExtractor AbstractTextExtractor, dbConf DatabaseConfiguration) : Dataframe in class com.datumbox.common.dataobjects.Dataframe.Builder |
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Change Parameter Type textExtractorClass : Class<? extends TextExtractor> to textExtractorClass : Class<? extends AbstractTextExtractor> in method public setTextExtractorClass(textExtractorClass Class<? extends AbstractTextExtractor>) : void in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Parameter Type tokenizer : Class<? extends Tokenizer> to tokenizer : Class<? extends AbstractTokenizer> in method public setTokenizer(tokenizer Class<? extends AbstractTokenizer>) : void in class com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor.Parameters |
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Change Parameter Type modelValidator : ModelValidation<MP,TP,VM> to modelValidator : AbstractValidator<MP,TP,VM> in method protected AbstractAlgorithm(baseDBname String, dbConf DatabaseConfiguration, mpClass Class<MP>, tpClass Class<TP>, vmClass Class<VM>, modelValidator AbstractValidator<MP,TP,VM>) in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm |
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Change Parameter Type modelValidator : ModelValidation<MP,TP,VM> to modelValidator : AbstractValidator<MP,TP,VM> in method protected AbstractRecommender(dbName String, dbConf DatabaseConfiguration, mpClass Class<MP>, tpClass Class<TP>, vmClass Class<VM>, modelValidator AbstractValidator<MP,TP,VM>) in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRecommender |
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Change Parameter Type regressionClass : Class<? extends BaseMLregressor> to regressionClass : Class<? extends AbstractRegressor> in method public setRegressionClass(regressionClass Class<? extends AbstractRegressor>) : void in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Parameter Type aClass : Class<? extends BaseMLmodel> to aClass : Class<? extends AbstractAlgorithm> in method public kFoldCrossValidation(dataset Dataframe, k int, dbName String, dbConf DatabaseConfiguration, aClass Class<? extends AbstractAlgorithm>, trainingParameters TP) : VM in class com.datumbox.framework.machinelearning.common.abstracts.validators.AbstractValidator |
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Change Parameter Type modelValidator : ModelValidation<MP,TP,VM> to modelValidator : AbstractValidator<MP,TP,VM> in method protected AbstractClassifier(dbName String, dbConf DatabaseConfiguration, mpClass Class<MP>, tpClass Class<TP>, vmClass Class<VM>, modelValidator AbstractValidator<MP,TP,VM>) in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier |
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Change Parameter Type kbClass : Class<? extends StandardKnowledgeBase> to kbClass : Class<? extends DoubleKnowledgeBase> in method protected AbstractTrainer(baseDBname String, dbConf DatabaseConfiguration, kbClass Class<? extends DoubleKnowledgeBase>, kbSubtypeClasses Class<? extends Serializable>...) in class com.datumbox.framework.machinelearning.common.abstracts.AbstractTrainer |
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Change Parameter Type weakClassifierTrainingParameters : BaseMLclassifier.TrainingParameters to weakClassifierTrainingParameters : AbstractClassifier.TrainingParameters in method public setWeakClassifierTrainingParameters(weakClassifierTrainingParameters AbstractClassifier.TrainingParameters) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.TrainingParameters |
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Change Return Type BaseMLmodel.ValidationMetrics to AbstractAlgorithm.ValidationMetrics in method public validate(datasets Map<Object,URI>) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Return Type MLmodelKnowledgeBase<MP,TP,VM> to TripleKnowledgeBase<MP,TP,VM> in method protected kb() : TripleKnowledgeBase<MP,TP,VM> in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm |
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Change Return Type BaseMLmodel.ValidationMetrics to AbstractAlgorithm.ValidationMetrics in method public validate(testData Dataframe) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.datamodeling.Modeler |
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Change Return Type BaseMLclassifier.TrainingParameters to AbstractClassifier.TrainingParameters in method public getWeakClassifierTrainingParameters() : AbstractClassifier.TrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.TrainingParameters |
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Change Return Type BaseMLregressor.ValidationMetrics to AbstractRegressor.ValidationMetrics in method protected validateModel(validationData Dataframe) : AbstractRegressor.ValidationMetrics in class com.datumbox.framework.machinelearning.regression.StepwiseRegression |
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Change Return Type BaseValidationMetrics to AbstractValidationMetrics in method public getEmptyObject() : AbstractValidationMetrics in class com.datumbox.framework.machinelearning.common.abstracts.AbstractValidationMetrics |
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Change Return Type Tokenizer to AbstractTokenizer in method public generateTokenizer() : AbstractTokenizer in class com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor.Parameters |
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Change Return Type BaseMLmodel.ValidationMetrics to AbstractAlgorithm.ValidationMetrics in method public validate(testDataset Dataframe) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Return Type DatabaseType to DBType in method private getDatabaseTypeFromName(name String) : DBType in class com.datumbox.common.persistentstorage.mapdb.MapDBConnector |
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Change Return Type BaseMLregressor.TrainingParameters to AbstractRegressor.TrainingParameters in method public getRegressionTrainingParameters() : AbstractRegressor.TrainingParameters in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Return Type Class<? extends BaseMLclassifier> to Class<? extends AbstractClassifier> in method public getWeakClassifierClass() : Class<? extends AbstractClassifier> in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.TrainingParameters |
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Change Return Type BaseMLregressor.ValidationMetrics to AbstractRegressor.ValidationMetrics in method public kFoldCrossValidation(trainingData Dataframe, trainingParameters TrainingParameters, k int) : AbstractRegressor.ValidationMetrics in class com.datumbox.framework.machinelearning.regression.StepwiseRegression |
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Change Return Type Class<? extends Tokenizer> to Class<? extends AbstractTokenizer> in method public getTokenizer() : Class<? extends AbstractTokenizer> in class com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor.Parameters |
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Change Return Type BaseMLmodel.ValidationMetrics to AbstractAlgorithm.ValidationMetrics in method private evaluateData(data Dataframe, estimateValidationMetrics boolean) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.datamodeling.Modeler |
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Change Return Type Class<? extends TextExtractor> to Class<? extends AbstractTextExtractor> in method public getTextExtractorClass() : Class<? extends AbstractTextExtractor> in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Return Type Class<? extends BaseMLregressor> to Class<? extends AbstractRegressor> in method public getRegressionClass() : Class<? extends AbstractRegressor> in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Return Type TextExtractor.Parameters to AbstractTextExtractor.Parameters in method public getTextExtractorParameters() : AbstractTextExtractor.Parameters in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Rename Class com.datumbox.framework.statistics.sampling.SRSTest renamed to com.datumbox.framework.statistics.sampling.SimpleRandomSamplingTest |
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Rename Class com.datumbox.common.utilities.PHPfunctionsTest renamed to com.datumbox.common.utilities.PHPMethodsTest |
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Rename Class com.datumbox.framework.utilities.text.tokenizers.Tokenizer renamed to com.datumbox.framework.utilities.text.tokenizers.AbstractTokenizer |
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Rename Class com.datumbox.common.utilities.MapFunctionsTest renamed to com.datumbox.common.utilities.MapMethodsTest |
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Rename Class com.datumbox.common.persistentstorage.mapdb.MapDBConnector.DatabaseType renamed to com.datumbox.common.persistentstorage.mapdb.MapDBConnector.DBType |
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Rename Class com.datumbox.RunAllTestsSuite renamed to com.datumbox.DatumboxTest |
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Rename Class com.datumbox.framework.utilities.text.extractors.TextExtractor renamed to com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor |
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Rename Class com.datumbox.framework.statistics.sampling.SRS renamed to com.datumbox.framework.statistics.sampling.SimpleRandomSampling |
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Rename Class com.datumbox.common.utilities.PHPfunctions renamed to com.datumbox.common.utilities.PHPMethods |
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Rename Class com.datumbox.common.utilities.MapFunctions renamed to com.datumbox.common.utilities.MapMethods |
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Rename Class com.datumbox.framework.machinelearning.common.dataobjects.MLmodelKnowledgeBase renamed to com.datumbox.framework.machinelearning.common.dataobjects.TripleKnowledgeBase |
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Rename Class com.datumbox.framework.mathematics.discrete.ArithmeticMathTest renamed to com.datumbox.framework.mathematics.discrete.ArithmeticsTest |
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Rename Class com.datumbox.framework.machinelearning.common.dataobjects.StandardKnowledgeBase renamed to com.datumbox.framework.machinelearning.common.dataobjects.DoubleKnowledgeBase |
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Rename Class com.datumbox.framework.mathematics.discrete.ArithmeticMath renamed to com.datumbox.framework.mathematics.discrete.Arithmetics |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.baseobjects.BaseTrainable moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.AbstractTrainer |
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Move And Rename Class com.datumbox.framework.machinelearning.common.validation.OrdinalRegressionValidation moved and renamed to com.datumbox.framework.machinelearning.common.validators.OrdinalRegressionValidator |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.basemodels.BaseLinearRegression moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractLinearRegression |
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Move And Rename Class com.datumbox.framework.machinelearning.common.validation.SoftMaxRegressionValidation moved and renamed to com.datumbox.framework.machinelearning.common.validators.SoftMaxRegressionValidator |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.featureselection.ContinuousFeatureSelection moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractContinuousFeatureSelector |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.featureselection.ScoreBasedFeatureSelection moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractScoreBasedFeatureSelector |
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Move And Rename Class com.datumbox.framework.machinelearning.common.validation.LinearRegressionValidation moved and renamed to com.datumbox.framework.machinelearning.common.validators.LinearRegressionValidator |
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Move And Rename Class com.datumbox.framework.machinelearning.common.validation.ClustererValidation moved and renamed to com.datumbox.framework.machinelearning.common.validators.ClustererValidator |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.baseobjects.BaseTrainingParameters moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.TrainingParameters |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLclusterer moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClusterer |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.datatransformation.BaseDummyMinMaxTransformer moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.datatransformers.AbstractDummyMinMaxTransformer |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLmodel moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.baseobjects.BaseModelParameters moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.AbstractModelParameters |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLrecommender.ValidationMetrics moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.AbstractTrainingParameters |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.validation.ModelValidation moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.validators.AbstractValidator |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLclassifier moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLtopicmodeler moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractTopicModeler |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.wrappers.BaseWrapper moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.featureselection.FeatureSelection moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector |
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Move And Rename Class com.datumbox.framework.machinelearning.common.validation.CollaborativeFilteringValidation moved and renamed to com.datumbox.framework.machinelearning.common.validators.CollaborativeFilteringValidator |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.featureselection.CategoricalFeatureSelection moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractCategoricalFeatureSelector |
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Move And Rename Class com.datumbox.framework.machinelearning.common.validation.ClassifierValidation moved and renamed to com.datumbox.framework.machinelearning.common.validators.ClassifierValidator |
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Move And Rename Class com.datumbox.tests.bases.BaseTest moved and renamed to com.datumbox.tests.abstracts.AbstractTest |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.baseobjects.BaseValidationMetrics moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.AbstractValidationMetrics |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.basemodels.BaseBoostingBagging moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLregressor moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLregressor.ValidationMetrics moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor.ValidationMetrics |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLrecommender moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRecommender |
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Move And Rename Class com.datumbox.framework.machinelearning.common.validation.LatentDirichletAllocationValidation moved and renamed to com.datumbox.framework.machinelearning.common.validators.LatentDirichletAllocationValidator |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.datatransformation.DataTransformer moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.datatransformers.AbstractTransformer |
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Move And Rename Class com.datumbox.framework.machinelearning.common.bases.basemodels.BaseDPMM moved and renamed to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractDPMM |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLregressor.TrainingParameters moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractTopicModeler.TrainingParameters |
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Move Class com.datumbox.framework.machinelearning.common.SensitivityRates moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.SensitivityRates |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLmodel.ValidationMetrics moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRecommender.ValidationMetrics |
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Move Class com.datumbox.framework.machinelearning.common.bases.basemodels.BaseNaiveBayes.ModelParameters moved to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes.ModelParameters |
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Move Class com.datumbox.tests.utilities.Datasets moved to com.datumbox.tests.Datasets |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLregressor.ModelParameters moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractTopicModeler.ModelParameters |
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Move Class com.datumbox.common.persistentstorage.AutoCloseConnector moved to com.datumbox.common.persistentstorage.abstracts.AutoCloseConnector |
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Move Class com.datumbox.framework.utilities.text.analysis.TextSimilarity moved to com.datumbox.framework.utilities.text.analyzers.TextSimilarity |
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Move Class com.datumbox.framework.algorithms.dea.DataEnvelopmentAnalysisTest moved to com.datumbox.framework.mathematics.linearprogramming.DataEnvelopmentAnalysisTest |
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Move Class com.datumbox.framework.utilities.text.analysis.ReadabilityStatisticsTest moved to com.datumbox.framework.utilities.text.analyzers.ReadabilityStatisticsTest |
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Move Class com.datumbox.framework.machinelearning.common.dataobjects.KnowledgeBase moved to com.datumbox.framework.machinelearning.common.interfaces.KnowledgeBase |
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Move Class com.datumbox.framework.machinelearning.common.bases.basemodels.BaseNaiveBayes.TrainingParameters moved to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes.TrainingParameters |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLmodel.TrainingParameters moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRecommender.TrainingParameters |
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Move Class com.datumbox.framework.utilities.text.analysis.TextSimilarityTest moved to com.datumbox.framework.utilities.text.analyzers.TextSimilarityTest |
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Move Class com.datumbox.framework.machinelearning.common.StepwiseCompatible moved to com.datumbox.framework.machinelearning.common.interfaces.StepwiseCompatible |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLrecommender.TrainingParameters moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor.TrainingParameters |
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Move Class com.datumbox.framework.utilities.text.extractors.TextExtractor.Parameters moved to com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor.Parameters |
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Move Class com.datumbox.framework.algorithms.dea.DataEnvelopmentAnalysis moved to com.datumbox.framework.mathematics.linearprogramming.DataEnvelopmentAnalysis |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLclassifier.TrainingParameters moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm.TrainingParameters |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLmodel.ModelParameters moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRecommender.ModelParameters |
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Move Class com.datumbox.framework.utilities.text.analysis.PHPSimilarTextTest moved to com.datumbox.framework.utilities.text.analyzers.PHPSimilarTextTest |
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Move Class com.datumbox.framework.machinelearning.common.bases.basemodels.BaseNaiveBayes.ValidationMetrics moved to com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractNaiveBayes.ValidationMetrics |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLtopicmodeler.ModelParameters moved to com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper.ModelParameters |
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Move Class com.datumbox.framework.utilities.text.analysis.PHPSimilarText moved to com.datumbox.framework.utilities.text.analyzers.PHPSimilarText |
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Move Class com.datumbox.common.objecttypes.Learnable moved to com.datumbox.common.interfaces.Learnable |
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Move Class com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLrecommender.ModelParameters moved to com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor.ModelParameters |
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Move Class com.datumbox.framework.utilities.text.analysis.ReadabilityStatistics moved to com.datumbox.framework.utilities.text.analyzers.ReadabilityStatistics |
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Move Class com.datumbox.common.objecttypes.Parameterizable moved to com.datumbox.common.interfaces.Parameterizable |
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Move Class com.datumbox.common.objecttypes.Trainable moved to com.datumbox.common.interfaces.Trainable |
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Move Class com.datumbox.configuration.TestConfiguration moved to com.datumbox.tests.TestConfiguration |
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Change Variable Type tokenizer : Tokenizer to tokenizer : AbstractTokenizer in method private buildInternalArrays(text String) : void in class com.datumbox.framework.utilities.text.extractors.NgramsExtractor |
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Change Variable Type mlclassifier : BaseMLclassifier to mlclassifier : AbstractClassifier in method protected _predictDataset(newData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type weakClassifierClass : Class<? extends BaseMLclassifier> to weakClassifierClass : Class<? extends AbstractClassifier> in method private deleteWeakClassifiers() : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type weakClassifierClass : Class<? extends BaseMLclassifier> to weakClassifierClass : Class<? extends AbstractClassifier> in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type dbType : DatabaseType to dbType : DBType in method public getBigMap(name String, type MapType, storageHint StorageHint, isConcurrent boolean, isTemporary boolean) : Map<K,V> in class com.datumbox.common.persistentstorage.mapdb.MapDBConnector |
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Change Variable Type vm : BaseMLclassifier.ValidationMetrics to vm : AbstractClassifier.ValidationMetrics in method public testValidate() : void in class com.datumbox.framework.machinelearning.topicmodeling.LatentDirichletAllocationTest |
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Change Variable Type tokenizer : Tokenizer to tokenizer : AbstractTokenizer in method public extract(text String) : Map<Integer,String> in class com.datumbox.framework.utilities.text.extractors.UniqueWordSequenceExtractor |
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Change Variable Type mlmodel : BaseMLmodel<MP,TP,VM> to mlmodel : AbstractAlgorithm<MP,TP,VM> in method public kFoldCrossValidation(dataset Dataframe, k int, dbName String, dbConf DatabaseConfiguration, aClass Class<? extends AbstractAlgorithm>, trainingParameters TP) : VM in class com.datumbox.framework.machinelearning.common.abstracts.validators.AbstractValidator |
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Change Variable Type textExtractor : TextExtractor to textExtractor : AbstractTextExtractor in method public validate(datasets Map<Object,URI>) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type featureSelectionParameters : FeatureSelection.TrainingParameters to featureSelectionParameters : AbstractFeatureSelector.TrainingParameters in method protected _fit(trainingDataset Dataframe) : void in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type mlclassifier : BaseMLclassifier to mlclassifier : AbstractClassifier in method private deleteWeakClassifiers() : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type vm : BaseMLmodel.ValidationMetrics to vm : AbstractAlgorithm.ValidationMetrics in method private evaluateData(data Dataframe, estimateValidationMetrics boolean) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.datamodeling.Modeler |
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Change Variable Type vm : BaseMLmodel.ValidationMetrics to vm : AbstractAlgorithm.ValidationMetrics in method public validate(datasets Map<Object,URI>) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type entry : Map.Entry<DatabaseType,DB> to entry : Map.Entry<DBType,DB> in method private getDatabaseTypeFromName(name String) : DBType in class com.datumbox.common.persistentstorage.mapdb.MapDBConnector |
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Change Variable Type tokenizer : Tokenizer to tokenizer : AbstractTokenizer in method public numberOfOccurrences(keyword String, text String) : double in class com.datumbox.framework.utilities.text.extractors.NgramsExtractor |
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Change Variable Type tokenizer : Tokenizer to tokenizer : AbstractTokenizer in method public extract(text String) : Map<Integer,String> in class com.datumbox.framework.utilities.text.extractors.WordSequenceExtractor |
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Change Variable Type vm : BaseMLmodel.ValidationMetrics to vm : AbstractAlgorithm.ValidationMetrics in method public validate(testDataset Dataframe) : AbstractAlgorithm.ValidationMetrics in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type mlclassifier : BaseMLclassifier to mlclassifier : AbstractClassifier in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type textExtractor : TextExtractor to textExtractor : AbstractTextExtractor in method public predict(text String) : Record in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type textExtractor : TextExtractor to textExtractor : AbstractTextExtractor in method public predict(datasetURI URI) : Dataframe in class com.datumbox.applications.nlp.TextClassifier |
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Change Variable Type weakClassifierTrainingParameters : BaseMLclassifier.TrainingParameters to weakClassifierTrainingParameters : AbstractClassifier.TrainingParameters in method protected _fit(trainingData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type weakClassifierClass : Class<? extends BaseMLclassifier> to weakClassifierClass : Class<? extends AbstractClassifier> in method protected _predictDataset(newData Dataframe) : void in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging |
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Change Variable Type dbType : DatabaseType to dbType : DBType in method public dropBigMap(name String, map T) : void in class com.datumbox.common.persistentstorage.mapdb.MapDBConnector |
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Change Variable Type textExtractor : TextExtractor to textExtractor : AbstractTextExtractor in method public fit(datasets Map<Object,URI>, trainingParameters TrainingParameters) : void in class com.datumbox.applications.nlp.TextClassifier |
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Change Attribute Type weakClassifierTrainingParameters : BaseMLclassifier.TrainingParameters to weakClassifierTrainingParameters : AbstractClassifier.TrainingParameters in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.TrainingParameters |
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Change Attribute Type textExtractorParameters : TextExtractor.Parameters to textExtractorParameters : AbstractTextExtractor.Parameters in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Attribute Type regressionClass : Class<? extends BaseMLregressor> to regressionClass : Class<? extends AbstractRegressor> in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Attribute Type modelValidator : ModelValidation<MP,TP,VM> to modelValidator : AbstractValidator<MP,TP,VM> in class com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm |
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Change Attribute Type weakClassifierClass : Class<? extends BaseMLclassifier> to weakClassifierClass : Class<? extends AbstractClassifier> in class com.datumbox.framework.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.TrainingParameters |
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Change Attribute Type dbRegistry : Map<DatabaseType,DB> to dbRegistry : Map<DBType,DB> in class com.datumbox.common.persistentstorage.mapdb.MapDBConnector |
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Change Attribute Type mlregressor : BaseMLregressor to mlregressor : AbstractRegressor in class com.datumbox.framework.machinelearning.regression.StepwiseRegression |
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Change Attribute Type dataTransformer : DataTransformer to dataTransformer : AbstractTransformer in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper |
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Change Attribute Type featureSelection : FeatureSelection to featureSelection : AbstractFeatureSelector in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper |
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Change Attribute Type mlmodel : BaseMLmodel to mlmodel : AbstractAlgorithm in class com.datumbox.framework.machinelearning.common.abstracts.wrappers.AbstractWrapper |
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Change Attribute Type regressionTrainingParameters : BaseMLregressor.TrainingParameters to regressionTrainingParameters : AbstractRegressor.TrainingParameters in class com.datumbox.framework.machinelearning.regression.StepwiseRegression.TrainingParameters |
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Change Attribute Type textExtractorClass : Class<? extends TextExtractor> to textExtractorClass : Class<? extends AbstractTextExtractor> in class com.datumbox.applications.nlp.TextClassifier.TrainingParameters |
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Change Attribute Type tokenizer : Class<? extends Tokenizer> to tokenizer : Class<? extends AbstractTokenizer> in class com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor.Parameters |
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