Files in D2MCS

Data Driving Multiple Classifier System

MD5

NEWS.md

NAMESPACE

DESCRIPTION

R/measures.TN.R R/data.FIterator.R R/models.summaryFunction.SummaryFunction.R R/clustering.heuristics.PearsonHeuristic.R R/clustering.strategies.DependencyBasedStrategy.R R/clustering.plot.BinaryPlot.R R/clustering.heuristics.InformationGainHeuristic.R R/prediction.ProbAverageVoting.R R/clustering.heuristics.KendallHeuristic.R R/data.Dataset.R R/data.Subset.R R/measures.MCC.R R/prediction.ClassWeightedVoting.R R/clustering.strategies.TypeBasedStrategy.R R/clustering.heuristics.MultinformationHeuristic.R R/clustering.heuristics.GenericHeuristic.R R/prediction.ClassMajorityVoting.R R/measures.NPV.R R/data.HDDataset.R R/measures.MeasureFunction.R R/measures.Specificity.R R/prediction.TrainOutput.R R/models.trainFunctions.TwoClass.R R/measures.FP.R R/prediction.PredictionOutput.R R/measures.Recall.R R/measures.Accuracy.R R/measures.TP.R R/models.trainFunctions.TrainFunction.R R/clustering.heuristics.MCCHeuristic.R R/prediction.SimpleVoting.R R/models.Model.R R/prediction.ProbAverageWeightedVoting.R R/data.Trainset.R R/clustering.plot.GenericPlot.R R/measures.FN.R R/prediction.ClassificationOutput.R R/measures.Sensitivity.R R/prediction.FinalPred.R R/clustering.strategies.StrategyConfiguration.R R/clustering.heuristics.GainRatioHeuristic.R R/data.DatasetLoader.R R/measures.Precision.R R/prediction.MinimizeFN.R R/measures.ConfMatrix.R R/clustering.heuristics.FisherTestHeuristic.R R/clustering.strategies.GenericClusteringStrategy.R R/data.HDSubset.R R/models.utility.GenericModelFit.R R/prediction.Methodology.R R/data.DIterator.R R/D2MCS.R R/clustering.heuristics.OddsRatioHeuristic.R R/prediction.ProbBasedMethodology.R R/models.summaryFunction.NoProbability.R R/models.summaryFunction.UseProbability.R R/models.utility.DefaultModelFit.R R/models.ExecutedModels.R R/clustering.heuristics.ChiSquareHeuristic.R R/prediction.MinimizeFP.R R/prediction.CombinedVoting.R R/prediction.CombinedMetrics.R R/measures.PPV.R R/measures.Kappa.R R/prediction.Prediction.R R/clustering.strategies.DependencyBasedStrategyConfiguration.R R/prediction.VotingStrategy.R R/prediction.SingleVoting.R R/prediction.ClusterPredictions.R R/clustering.strategies.SimpleStrategy.R R/clustering.heuristics.SpearmanHeuristic.R

inst/CITATION

inst/doc/D2MCS.Rmd

inst/doc/D2MCS.html

inst/doc/D2MCS.R

inst/examples/hcc-data-complete-balanced.csv

build/vignette.rds

tests/test_all.R tests/testthat/test_measures.Kappa.R tests/testthat/test_clustering.heuristics.SpearmanHeuristic.R tests/testthat/test_clustering.heuristics.MCCHeuristic.R tests/testthat/test_models.trainFunctions.TrainFunction.R tests/testthat/test_prediction.ProbAverageVoting.R tests/testthat/test_prediction.ClusterPredictions.R tests/testthat/test_models.trainFunctions.TwoClass.R tests/testthat/test_measures.MeasureFunction.R tests/testthat/test_models.Model.R tests/testthat/test_prediction.SingleVoting.R tests/testthat/test_clustering.heuristics.GenericHeuristic.R tests/testthat/test_clustering.plot.GenericPlot.R tests/testthat/test_clustering.heuristics.GainRatioHeuristic.R tests/testthat/tests_data.HDSubset.R tests/testthat/test_prediction.ProbBasedMethodology.R tests/testthat/test_measures.Accuracy.R tests/testthat/test_prediction.ProbAverageWeightedVoting.R tests/testthat/test_clustering.plot.BinaryPlot.R tests/testthat/test_measures.TN.R tests/testthat/test_prediction.PredictionOutput.R tests/testthat/test_prediction.FinalPred.R tests/testthat/test_prediction.ClassWeightedVoting.R tests/testthat/test_measures.Precision.R tests/testthat/test_measures.Sensitivity.R tests/testthat/test_data.DIterator.R tests/testthat/test_models.summaryFunction.NoProbability.R tests/testthat/test_models.utility.GenericModelFit.R tests/testthat/test_clustering.strategies.DependencyBasedStrategyConfiguration.R tests/testthat/test_measures.Recall.R tests/testthat/test_data.DatasetLoader.R tests/testthat/test_clustering.heuristics.KendallHeuristic.R tests/testthat/test_data.Dataset.R tests/testthat/test_measures.PPV.R tests/testthat/test_prediction.MinimizeFP.R tests/testthat/test_clustering.heuristics.FisherTestHeuristic.R tests/testthat/test_clustering.heuristics.MultinformationHeuristic.R tests/testthat/test_data.Trainset.R tests/testthat/test_prediction.VotingStrategy.R tests/testthat/test_prediction.ClassMajorityVoting.R tests/testthat/test_prediction.SimpleVoting.R tests/testthat/test_models.summaryFunction.UseProbability.R tests/testthat/test_clustering.heuristics.ChiSquareHeuristic.R tests/testthat/test_measures.TP.R tests/testthat/test_clustering.strategies.TypeBasedStrategy.R tests/testthat/test_clustering.strategies.DependencyBasedStrategy.R tests/testthat/test_clustering.heuristics.PearsonHeuristic.R tests/testthat/test_clustering.heuristics.OddsRatioHeuristic.R tests/testthat/test_prediction.CombinedVoting.R tests/testthat/test_clustering.strategies.SimpleStrategy.R tests/testthat/test_clustering.strategies.GenericClusteringStrategy.R tests/testthat/test_prediction.CombinedMetrics.R tests/testthat/test_measures.FP.R tests/testthat/test_models.summaryFunction.SummaryFunction.R tests/testthat/test_D2MCS.R tests/testthat/test_measures.Specificity.R tests/testthat/test_clustering.heuristics.InformationGainHeuristic.R tests/testthat/test_prediction.Methodology.R tests/testthat/test_clustering.strategies.StrategyConfiguration.R tests/testthat/test_prediction.Prediction.R tests/testthat/test_data.FIterator.R tests/testthat/test_data.Subset.R tests/testthat/test_prediction.ClassificationOutput.R tests/testthat/test_prediction.TrainOutput.R tests/testthat/test_measures.FN.R tests/testthat/test_measures.NPV.R tests/testthat/test_measures.ConfMatrix.R tests/testthat/test_models.ExecutedModels.R tests/testthat/test_models.utility.DefaultModelFit.R tests/testthat/test_prediction.MinimizeFN.R tests/testthat/test_measures.MCC.R

tests/testthat/resourceFiles/lda.rds

tests/testthat/resourceFiles/testModel/fitting.rds

tests/testthat/resourceFiles/testVotings/predictions.rds

tests/testthat/resourceFiles/testExecutedModels/modelClassTrained.rds

tests/testthat/resourceFiles/data/trainedModels.rds

tests/testthat/resourceFiles/data/trainoutput.rds

tests/testthat/resourceFiles/data/hcc-data-complete-balanced.csv

tests/testthat/resourceFiles/data/classWeightedVotingProb.rds

tests/testthat/resourceFiles/data/classWeightedVotingRaw.rds

tests/testthat/resourceFiles/testPrediction/model.classProbsTrue.rds

tests/testthat/resourceFiles/testPrediction/predvalues.rds

vignettes/D2MCS.Rmd man/Recall.Rd man/DependencyBasedStrategy.Rd man/Prediction.Rd man/PPV.Rd man/MCCHeuristic.Rd man/FN.Rd man/FisherTestHeuristic.Rd man/ClusterPredictions.Rd man/Trainset.Rd man/SimpleVoting.Rd man/VotingStrategy.Rd man/ProbBasedMethodology.Rd man/TN.Rd man/DefaultModelFit.Rd man/NPV.Rd man/ConfMatrix.Rd man/Methodology.Rd man/ChiSquareHeuristic.Rd man/Model.Rd man/Sensitivity.Rd man/TrainFunction.Rd man/ProbAverageWeightedVoting.Rd man/GainRatioHeuristic.Rd man/GenericModelFit.Rd man/D2MCS.Rd man/DIterator.Rd man/ClassMajorityVoting.Rd man/Dataset.Rd man/ProbAverageVoting.Rd man/MinimizeFP.Rd man/HDSubset.Rd man/PredictionOutput.Rd man/GenericClusteringStrategy.Rd man/PearsonHeuristic.Rd man/GenericHeuristic.Rd man/NoProbability.Rd man/KendallHeuristic.Rd man/SingleVoting.Rd man/DatasetLoader.Rd man/InformationGainHeuristic.Rd man/TwoClass.Rd man/MeasureFunction.Rd man/CombinedMetrics.Rd man/UseProbability.Rd man/MCC.Rd man/ClassificationOutput.Rd man/SimpleStrategy.Rd man/SpearmanHeuristic.Rd man/GenericPlot.Rd man/Kappa.Rd man/FinalPred.Rd man/BinaryPlot.Rd man/CombinedVoting.Rd man/ExecutedModels.Rd man/Subset.Rd man/Accuracy.Rd man/TrainOutput.Rd man/TypeBasedStrategy.Rd man/DependencyBasedStrategyConfiguration.Rd man/StrategyConfiguration.Rd man/MultinformationHeuristic.Rd man/SummaryFunction.Rd man/Precision.Rd man/TP.Rd man/HDDataset.Rd man/FIterator.Rd man/Specificity.Rd man/ClassWeightedVoting.Rd man/FP.Rd man/OddsRatioHeuristic.Rd man/MinimizeFN.Rd

D2MCS documentation built on Aug. 23, 2022, 5:07 p.m.