genericobjecteditor.props

Java 编写的多种数据挖掘算法 包括聚类、分类、预处理等

# Customises the list of options given by the GenericObjectEditor
# for various superclasses.

# Lists the ResultProducers I want to choose from
weka.experiment.ResultProducer=\
 weka.experiment.CrossValidationResultProducer,\
 weka.experiment.LearningRateResultProducer,\
 weka.experiment.RandomSplitResultProducer,\
 weka.experiment.AveragingResultProducer,\
 weka.experiment.DatabaseResultProducer

# Lists the ResultListeners I want to choose from
weka.experiment.ResultListener=\
 weka.experiment.DatabaseResultListener,\
 weka.experiment.InstancesResultListener, \
 weka.experiment.CSVResultListener

# Lists the SplitEvaluators I want to choose from
weka.experiment.SplitEvaluator=\
 weka.experiment.ClassifierSplitEvaluator, \
 weka.experiment.CostSensitiveClassifierSplitEvaluator, \
 weka.experiment.RegressionSplitEvaluator

# Lists the Classifiers I want to choose from
weka.classifiers.Classifier=\
 weka.classifiers.bayes.AODE,\
 weka.classifiers.bayes.BayesNet,\
 weka.classifiers.bayes.ComplementNaiveBayes,\
 weka.classifiers.bayes.HNB,\
 weka.classifiers.bayes.NaiveBayes,\
 weka.classifiers.bayes.NaiveBayesMultinomial,\
 weka.classifiers.bayes.NaiveBayesSimple,\
 weka.classifiers.bayes.NaiveBayesUpdateable,\
 weka.classifiers.functions.GaussianProcesses,\
 weka.classifiers.functions.IsotonicRegression,\
 weka.classifiers.functions.LeastMedSq,\
 weka.classifiers.functions.LibSVM,\
 weka.classifiers.functions.LinearRegression,\
 weka.classifiers.functions.Logistic,\
 weka.classifiers.functions.MultilayerPerceptron,\
 weka.classifiers.functions.PaceRegression,\
 weka.classifiers.functions.RBFNetwork,\
 weka.classifiers.functions.SimpleLinearRegression,\
 weka.classifiers.functions.SimpleLogistic,\
 weka.classifiers.functions.SMO,\
 weka.classifiers.functions.SMOreg,\
 weka.classifiers.functions.VotedPerceptron,\
 weka.classifiers.functions.Winnow,\
 weka.classifiers.lazy.IB1,\
 weka.classifiers.lazy.IBk,\
 weka.classifiers.lazy.KStar,\
 weka.classifiers.lazy.LBR,\
 weka.classifiers.lazy.LWL,\
 weka.classifiers.meta.AdaBoostM1,\
 weka.classifiers.meta.AdditiveRegression,\
 weka.classifiers.meta.AttributeSelectedClassifier,\
 weka.classifiers.meta.Bagging,\
 weka.classifiers.meta.ClassificationViaRegression,\
 weka.classifiers.meta.CostSensitiveClassifier,\
 weka.classifiers.meta.CVParameterSelection,\
 weka.classifiers.meta.Dagging,\
 weka.classifiers.meta.Decorate,\
 weka.classifiers.meta.END,\
 weka.classifiers.meta.FilteredClassifier,\
 weka.classifiers.meta.Grading,\
 weka.classifiers.meta.LogitBoost,\
 weka.classifiers.meta.MetaCost,\
 weka.classifiers.meta.MultiBoostAB,\
 weka.classifiers.meta.MultiClassClassifier,\
 weka.classifiers.meta.MultiScheme,\
 weka.classifiers.meta.OrdinalClassClassifier,\
 weka.classifiers.meta.RacedIncrementalLogitBoost,\
 weka.classifiers.meta.RandomCommittee,\
 weka.classifiers.meta.RegressionByDiscretization,\
 weka.classifiers.meta.Stacking,\
 weka.classifiers.meta.StackingC,\
 weka.classifiers.meta.ThresholdSelector,\
 weka.classifiers.meta.Vote,\
 weka.classifiers.meta.nestedDichotomies.ClassBalancedND,\
 weka.classifiers.meta.nestedDichotomies.DataNearBalancedND,\
 weka.classifiers.meta.nestedDichotomies.ND,\
 weka.classifiers.mi.CitationKNN,\
 weka.classifiers.mi.MDD,\
 weka.classifiers.mi.MIBoost,\
 weka.classifiers.mi.MIDD,\
 weka.classifiers.mi.MIEMDD,\
 weka.classifiers.mi.MILR,\
 weka.classifiers.mi.MINND,\
 weka.classifiers.mi.MIOptimalBall,\
 weka.classifiers.mi.MISMO,\
 weka.classifiers.mi.MISVM,\
 weka.classifiers.mi.MIWrapper,\
 weka.classifiers.mi.SimpleMI,\
 weka.classifiers.mi.TLD,\
 weka.classifiers.mi.TLDSimple,\
 weka.classifiers.misc.FLR,\
 weka.classifiers.misc.HyperPipes,\
 weka.classifiers.misc.VFI,\
 weka.classifiers.trees.ADTree,\
 weka.classifiers.trees.DecisionStump,\
 weka.classifiers.trees.Id3,\
 weka.classifiers.trees.J48,\
 weka.classifiers.trees.LMT,\
 weka.classifiers.trees.M5P,\
 weka.classifiers.trees.NBTree,\
 weka.classifiers.trees.RandomForest,\
 weka.classifiers.trees.RandomTree,\
 weka.classifiers.trees.REPTree,\
 weka.classifiers.trees.UserClassifier,\
 weka.classifiers.rules.ConjunctiveRule,\
 weka.classifiers.rules.DecisionTable,\
 weka.classifiers.rules.JRip,\
 weka.classifiers.rules.M5Rules,\
 weka.classifiers.rules.NNge,\
 weka.classifiers.rules.OneR,\
 weka.classifiers.rules.PART,\
 weka.classifiers.rules.Prism,\
 weka.classifiers.rules.Ridor,\
 weka.classifiers.rules.ZeroR

# Lists the Filters I want to choose from
weka.filters.Filter=\
 weka.filters.AllFilter,\
 weka.filters.MultiFilter,\
 weka.filters.supervised.attribute.AttributeSelection,\
 weka.filters.supervised.attribute.ClassOrder,\
 weka.filters.supervised.attribute.Discretize,\
 weka.filters.supervised.attribute.NominalToBinary,\
 weka.filters.supervised.instance.Resample,\
 weka.filters.supervised.instance.SpreadSubsample,\
 weka.filters.supervised.instance.StratifiedRemoveFolds,\
 weka.filters.unsupervised.attribute.Add,\
 weka.filters.unsupervised.attribute.AddCluster,\
 weka.filters.unsupervised.attribute.AddExpression,\
 weka.filters.unsupervised.attribute.AddID,\
 weka.filters.unsupervised.attribute.AddNoise,\
 weka.filters.unsupervised.attribute.ChangeDateFormat,\
 weka.filters.unsupervised.attribute.ClusterMembership,\
 weka.filters.unsupervised.attribute.Copy,\
 weka.filters.unsupervised.attribute.Discretize,\
 weka.filters.unsupervised.attribute.FirstOrder,\
 weka.filters.unsupervised.attribute.MakeIndicator,\
 weka.filters.unsupervised.attribute.MathExpression,\
 weka.filters.unsupervised.attribute.MergeTwoValues,\
 weka.filters.unsupervised.attribute.MultiInstanceToPropositional,\
 weka.filters.unsupervised.attribute.NominalToBinary,\
 weka.filters.unsupervised.attribute.Normalize,\
 weka.filters.unsupervised.attribute.NumericToBinary,\
 weka.filters.unsupervised.attribute.NumericTransform,\
 weka.filters.unsupervised.attribute.Obfuscate,\
 weka.filters.unsupervised.attribute.PKIDiscretize,\
 weka.filters.unsupervised.attribute.PropositionalToMultiInstance,\
 weka.filters.unsupervised.attribute.RandomProjection,\
 weka.filters.unsupervised.attribute.Remove,\
 weka.filters.unsupervised.attribute.RemoveType,\
 weka.filters.unsupervised.attribute.RemoveUseless,\
 weka.filters.unsupervised.attribute.Reorder,\
 weka.filters.unsupervised.attribute.ReplaceMissingValues,\
 weka.filters.unsupervised.attribute.Standardize,\
 weka.filters.unsupervised.attribute.StringToNominal,\
 weka.filters.unsupervised.attribute.StringToWordVector,\
 weka.filters.unsupervised.attribute.SwapValues,\
 weka.filters.unsupervised.attribute.TimeSeriesDelta,\
 weka.filters.unsupervised.attribute.TimeSeriesTranslate,\
 weka.filters.unsupervised.instance.NonSparseToSparse,\
 weka.filters.unsupervised.instance.Normalize,\
 weka.filters.unsupervised.instance.Randomize,\
 weka.filters.unsupervised.instance.RemoveFolds,\
 weka.filters.unsupervised.instance.RemoveFrequentValues,\
 weka.filters.unsupervised.instance.RemoveMisclassified,\
 weka.filters.unsupervised.instance.RemovePercentage,\
 weka.filters.unsupervised.instance.RemoveRange,\
 weka.filters.unsupervised.instance.RemoveWithValues,\
 weka.filters.unsupervised.instance.Resample,\
 weka.filters.unsupervised.instance.SparseToNonSparse

# Lists the UnsupervisedFilters I want to choose from
weka.filters.UnsupervisedFilter=\
 weka.filters.unsupervised.attribute.Add,\
 weka.filters.unsupervised.attribute.AddCluster,\
 weka.filters.unsupervised.attribute.AddExpression,\
 weka.filters.unsupervised.attribute.AddID,\
 weka.filters.unsupervised.attribute.AddNoise,\
 weka.filters.unsupervised.attribute.ChangeDateFormat,\
 weka.filters.unsupervised.attribute.ClusterMembership,\
 weka.filters.unsupervised.attribute.Copy,\
 weka.filters.unsupervised.attribute.Discretize,\
 weka.filters.unsupervised.attribute.FirstOrder,\
 weka.filters.unsupervised.attribute.MakeIndicator,\
 weka.filters.unsupervised.attribute.MathExpression,\
 weka.filters.unsupervised.attribute.MergeTwoValues,\
 weka.filters.unsupervised.attribute.MultiInstanceToPropositional,\
 weka.filters.unsupervised.attribute.NominalToBinary,\
 weka.filters.unsupervised.attribute.Normalize,\
 weka.filters.unsupervised.attribute.NumericToBinary,\
 weka.filters.unsupervised.attribute.NumericTransform,\
 weka.filters.unsupervised.attribute.Obfuscate,\
 weka.filters.unsupervised.attribute.PKIDiscretize,\
 weka.filters.unsupervised.attribute.PropositionalToMultiInstance,\
 weka.filters.unsupervised.attribute.RandomProjection,\
 weka.filters.unsupervised.attribute.Remove,\
 weka.filters.unsupervised.attribute.RemoveType,\
 weka.filters.unsupervised.attribute.RemoveUseless,\
 weka.filters.unsupervised.attribute.Reorder,\
 weka.filters.unsupervised.attribute.ReplaceMissingValues,\
 weka.filters.unsupervised.attribute.Standardize,\
 weka.filters.unsupervised.attribute.StringToNominal,\
 weka.filters.unsupervised.attribute.StringToWordVector,\
 weka.filters.unsupervised.attribute.SwapValues,\
 weka.filters.unsupervised.attribute.TimeSeriesDelta,\
 weka.filters.unsupervised.attribute.TimeSeriesTranslate,\
 weka.filters.unsupervised.instance.NonSparseToSparse,\
 weka.filters.unsupervised.instance.Normalize,\
 weka.filters.unsupervised.instance.Randomize,\
 weka.filters.unsupervised.instance.RemoveFolds,\
 weka.filters.unsupervised.instance.RemoveFrequentValues,\
 weka.filters.unsupervised.instance.RemoveMisclassified,\
 weka.filters.unsupervised.instance.RemovePercentage,\
 weka.filters.unsupervised.instance.RemoveRange,\
 weka.filters.unsupervised.instance.RemoveWithValues,\
 weka.filters.unsupervised.instance.Resample,\
 weka.filters.unsupervised.instance.SparseToNonSparse

# Lists the Attribute Selection Evaluators I want to choose from
weka.attributeSelection.ASEvaluation=\
 weka.attributeSelection.CfsSubsetEval,\
 weka.attributeSelection.ChiSquaredAttributeEval,\
 weka.attributeSelection.ClassifierSubsetEval,\
 weka.attributeSelection.ConsistencySubsetEval,\
 weka.attributeSelection.GainRatioAttributeEval,\
 weka.attributeSelection.InfoGainAttributeEval,\
 weka.attributeSelection.OneRAttributeEval,\
 weka.attributeSelection.PrincipalComponents,\
 weka.attributeSelection.ReliefFAttributeEval,\
 weka.attributeSelection.SVMAttributeEval,\
 weka.attributeSelection.SymmetricalUncertAttributeEval,\
 weka.attributeSelection.SymmetricalUncertAttributeSetEval,\
 weka.attributeSelection.WrapperSubsetEval

# Lists the Attribute Selection Search methods I want to choose from
weka.attributeSelection.ASSearch=\
 weka.attributeSelection.BestFirst,\
 weka.attributeSelection.ExhaustiveSearch,\
 weka.attributeSelection.FCBFSearch,\
 weka.attributeSelection.GeneticSearch,\
 weka.attributeSelection.GreedyStepwise,\
 weka.attributeSelection.RaceSearch,\
 weka.attributeSelection.RandomSearch,\
 weka.attributeSelection.Ranker,\
 weka.attributeSelection.RankSearch

# Lists the Associators I want to choose from
weka.associations.Associator=\
 weka.associations.Apriori,\
 weka.associations.PredictiveApriori,\
 weka.associations.Tertius

# Lists the Clusterers I want to choose from
weka.clusterers.Clusterer=\
 weka.clusterers.Cobweb,\
 weka.clusterers.DBScan,\
 weka.clusterers.EM,\
 weka.clusterers.FarthestFirst,\
 weka.clusterers.MakeDensityBasedClusterer,\
 weka.clusterers.OPTICS,\
 weka.clusterers.SimpleKMeans,\
 weka.clusterers.XMeans

# Lists the DensityBasedClusterers I want to choose from
weka.clusterers.DensityBasedClusterer=\
 weka.clusterers.EM,\
 weka.clusterers.MakeDensityBasedClusterer

# Lists the Loaders I want to choose from
weka.core.converters.Loader=\
 weka.core.converters.ArffLoader,\
 weka.core.converters.C45Loader,\
 weka.core.converters.CSVLoader,\
 weka.core.converters.DatabaseLoader,\
 weka.core.converters.SerializedInstancesLoader

# Lists the Savers I want to choose from
weka.core.converters.Saver=\
 weka.core.converters.ArffSaver,\
 weka.core.converters.C45Saver,\
 weka.core.converters.CSVSaver,\
 weka.core.converters.DatabaseSaver,\
 weka.core.converters.SerializedInstancesSaver

# Lists the Search algorithm for Bayes net structure learning I want to choose from
weka.classifiers.bayes.net.search.SearchAlgorithm=\
 weka.classifiers.bayes.net.search.local.GeneticSearch,\
 weka.classifiers.bayes.net.search.local.HillClimber,\
 weka.classifiers.bayes.net.search.local.K2,\
 weka.classifiers.bayes.net.search.local.LAGDHillClimber,\
 weka.classifiers.bayes.net.search.local.RepeatedHillClimber,\
 weka.classifiers.bayes.net.search.local.SimulatedAnnealing,\
 weka.classifiers.bayes.net.search.local.TabuSearch,\
 weka.classifiers.bayes.net.search.local.TAN,\
 weka.classifiers.bayes.net.search.ci.CISearchAlgorithm,\
 weka.classifiers.bayes.net.search.ci.ICSSearchAlgorithm,\
 weka.classifiers.bayes.net.search.global.GeneticSearch,\
 weka.classifiers.bayes.net.search.global.HillClimber,\
 weka.classifiers.bayes.net.search.global.K2,\
 weka.classifiers.bayes.net.search.global.RepeatedHillClimber,\
 weka.classifiers.bayes.net.search.global.SimulatedAnnealing,\
 weka.classifiers.bayes.net.search.global.TabuSearch,\
 weka.classifiers.bayes.net.search.global.TAN,\
 weka.classifiers.bayes.net.search.fixed.FromFile,\
 weka.classifiers.bayes.net.search.fixed.NaiveBayes

# Lists the BayesNetEstimators I want to choose from
weka.classifiers.bayes.net.estimate.BayesNetEstimator=\
 weka.classifiers.bayes.net.estimate.BayesNetEstimator,\
 weka.classifiers.bayes.net.estimate.BMAEstimator,\
 weka.classifiers.bayes.net.estimate.MultiNomialBMAEstimator,\
 weka.classifiers.bayes.net.estimate.SimpleEstimator

# Lists the data generator algorithms
weka.datagenerators.DataGenerator=\
 weka.datagenerators.classifiers.classification.Agrawal,\
 weka.datagenerators.classifiers.classification.BayesNet,\
 weka.datagenerators.classifiers.classification.LED24,\
 weka.datagenerators.classifiers.classification.RandomRBF,\
 weka.datagenerators.classifiers.classification.RDG1,\
 weka.datagenerators.classifiers.regression.Expression,\
 weka.datagenerators.classifiers.regression.MexicanHat,\
 weka.datagenerators.clusterers.BIRCHCluster,\
 weka.datagenerators.clusterers.SubspaceCluster

# Lists the Cluster definitions
weka.datagenerators.ClusterDefinition=\
 weka.datagenerators.clusterers.SubspaceClusterDefinition

# Lists the Stemmer algorithms
weka.core.stemmers.Stemmer=\
 weka.core.stemmers.IteratedLovinsStemmer,\
 weka.core.stemmers.LovinsStemmer,\
 weka.core.stemmers.NullStemmer,\
 weka.core.stemmers.SnowballStemmer