├── .gitignore ├── CODE_OF_CONDUCT.md ├── Classification ├── Attribute │ ├── Attribute.py │ ├── AttributeType.py │ ├── BinaryAttribute.py │ ├── ContinuousAttribute.py │ ├── DiscreteAttribute.py │ ├── DiscreteIndexedAttribute.py │ └── __init__.py ├── DataSet │ ├── DataDefinition.py │ ├── DataSet.py │ └── __init__.py ├── DistanceMetric │ ├── DistanceMetric.py │ ├── EuclidianDistance.py │ ├── MahalanobisDistance.py │ └── __init__.py ├── Experiment │ ├── BootstrapRun.py │ ├── Experiment.py │ ├── KFoldRun.py │ ├── KFoldRunSeparateTest.py │ ├── MultipleRun.py │ ├── MxKFoldRun.py │ ├── MxKFoldRunSeparateTest.py │ ├── SingleRun.py │ ├── SingleRunWithK.py │ ├── StratifiedKFoldRun.py │ ├── StratifiedKFoldRunSeparateTest.py │ ├── StratifiedMxKFoldRun.py │ ├── StratifiedMxKFoldRunSeparateTest.py │ ├── StratifiedSingleRunWithK.py │ └── __init__.py ├── FeatureSelection │ ├── BackwardSelection.py │ ├── FeatureSubSet.py │ ├── FloatingSelection.py │ ├── ForwardSelection.py │ ├── SubSetSelection.py │ └── __init__.py ├── Filter │ ├── DiscreteToContinuous.py │ ├── DiscreteToIndexed.py │ ├── FeatureFilter.py │ ├── LaryFilter.py │ ├── LaryToBinary.py │ ├── Normalize.py │ ├── Pca.py │ ├── TrainedFeatureFilter.py │ └── __init__.py ├── Instance │ ├── CompositeInstance.py │ ├── Instance.py │ └── __init__.py ├── InstanceList │ ├── InstanceList.py │ ├── InstanceListOfSameClass.py │ ├── Partition.py │ └── __init__.py ├── Model │ ├── DecisionTree │ │ ├── DecisionCondition.py │ │ ├── DecisionNode.py │ │ ├── DecisionStump.py │ │ ├── DecisionTree.py │ │ └── __init__.py │ ├── DummyModel.py │ ├── Ensemble │ │ ├── BaggingModel.py │ │ ├── RandomForestModel.py │ │ ├── TreeEnsembleModel.py │ │ └── __init__.py │ ├── Model.py │ ├── NeuralNetwork │ │ ├── AutoEncoderModel.py │ │ ├── DeepNetworkModel.py │ │ ├── LinearPerceptronModel.py │ │ ├── MultiLayerPerceptronModel.py │ │ ├── NeuralNetworkModel.py │ │ └── __init__.py │ ├── NonParametric │ │ ├── KnnInstance.py │ │ ├── KnnModel.py │ │ └── __init__.py │ ├── Parametric │ │ ├── GaussianModel.py │ │ ├── KMeansModel.py │ │ ├── LdaModel.py │ │ ├── NaiveBayesModel.py │ │ ├── QdaModel.py │ │ └── __init__.py │ ├── RandomModel.py │ ├── ValidatedModel.py │ └── __init__.py ├── Parameter │ ├── ActivationFunction.py │ ├── BaggingParameter.py │ ├── C45Parameter.py │ ├── DeepNetworkParameter.py │ ├── KMeansParameter.py │ ├── KnnParameter.py │ ├── LinearPerceptronParameter.py │ ├── MultiLayerPerceptronParameter.py │ ├── Parameter.py │ ├── RandomForestParameter.py │ └── __init__.py ├── Performance │ ├── ClassificationPerformance.py │ ├── ConfusionMatrix.py │ ├── DetailedClassificationPerformance.py │ ├── ExperimentPerformance.py │ ├── Performance.py │ └── __init__.py ├── StatisticalTest │ ├── Combined5x2F.py │ ├── Combined5x2t.py │ ├── Paired5x2t.py │ ├── PairedTest.py │ ├── Pairedt.py │ ├── Sign.py │ ├── StatisticalTestNotApplicable.py │ ├── StatisticalTestResult.py │ ├── StatisticalTestResultType.py │ └── __init__.py └── __init__.py ├── LICENSE ├── README.md ├── datasets ├── abalone.data ├── balance.data ├── bupa.data ├── car.data ├── chess.data ├── connect4.data ├── dermatology.data ├── doctor-visits.data ├── iris.data ├── maternal.data ├── nursery.data ├── poker.data ├── tae.data ├── tictactoe.data └── winequality.data ├── models ├── bagging-bupa.txt ├── bagging-car.txt ├── bagging-dermatology.txt ├── bagging-iris.txt ├── bagging-tictactoe.txt ├── c45-bupa.txt ├── c45-car.txt ├── c45-carIndexed.txt ├── c45-dermatology.txt ├── c45-iris.txt ├── c45-tictactoe.txt ├── c45-tictactoeIndexed.txt ├── c45stump-bupa.txt ├── c45stump-car.txt ├── c45stump-chess.txt ├── c45stump-dermatology.txt ├── c45stump-iris.txt ├── c45stump-nursery.txt ├── c45stump-tictactoe.txt ├── deepNetwork-bupa.txt ├── deepNetwork-dermatology.txt ├── deepNetwork-iris.txt ├── dummy-bupa.txt ├── dummy-car.txt ├── dummy-chess.txt ├── dummy-dermatology.txt ├── dummy-iris.txt ├── dummy-nursery.txt ├── dummy-tictactoe.txt ├── kMeans-bupa.txt ├── kMeans-car.txt ├── kMeans-chess.txt ├── kMeans-dermatology.txt ├── kMeans-iris.txt ├── kMeans-nursery.txt ├── kMeans-tictactoe.txt ├── knn-bupa.txt ├── knn-car.txt ├── knn-dermatology.txt ├── knn-iris.txt ├── knn-tictactoe.txt ├── lda-bupa.txt ├── lda-dermatology.txt ├── lda-iris.txt ├── linearPerceptron-bupa.txt ├── linearPerceptron-dermatology.txt ├── linearPerceptron-iris.txt ├── multiLayerPerceptron-bupa.txt ├── multiLayerPerceptron-dermatology.txt ├── multiLayerPerceptron-iris.txt ├── naiveBayes-bupa.txt ├── naiveBayes-dermatology.txt ├── naiveBayes-iris.txt ├── qda-bupa.txt ├── qda-iris.txt ├── random-bupa.txt ├── random-car.txt ├── random-chess.txt ├── random-dermatology.txt ├── random-iris.txt ├── random-nursery.txt ├── random-tictactoe.txt ├── randomforest-bupa.txt ├── randomforest-car.txt ├── randomforest-carIndexed.txt ├── randomforest-dermatology.txt ├── randomforest-iris.txt └── randomforest-tictactoe.txt ├── pyvenv.cfg ├── setup.py └── test ├── Classifier ├── BaggingTest.py ├── C45StumpTest.py ├── C45Test.py ├── ClassifierTest.py ├── DeepNetworkTest.py ├── DummyTest.py ├── KMeansTest.py ├── KnnTest.py ├── LdaTest.py ├── LinearPerceptronTest.py ├── MultiLayerPerceptronTest.py ├── NaiveBayesTest.py ├── QdaTest.py ├── RandomClassifierTest.py ├── RandomForestTest.py └── __init__.py ├── DataSet ├── DataSetTest.py └── __init__.py ├── Experiment ├── BootstrapRunTest.py ├── KFoldRunTest.py ├── MxKFoldRunTest.py ├── StratifiedKFoldRunTest.py ├── StratifiedMxKFoldRunTest.py └── __init__.py ├── FeatureSelection ├── SubSetSelectionTest.py └── __init__.py ├── Filter ├── DiscreteToContinuousTest.py ├── DiscreteToIndexedTest.py ├── LaryToBinaryTest.py ├── NormalizeTest.py ├── PcaTest.py └── __init__.py ├── StatisticalTest ├── Combined5x2FTest.py ├── Combined5x2tTest.py ├── Paired5x2tTest.py ├── PairedtTest.py └── __init__.py └── __init__.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/.gitignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /Classification/Attribute/Attribute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Attribute/Attribute.py -------------------------------------------------------------------------------- /Classification/Attribute/AttributeType.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Attribute/AttributeType.py -------------------------------------------------------------------------------- /Classification/Attribute/BinaryAttribute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Attribute/BinaryAttribute.py -------------------------------------------------------------------------------- /Classification/Attribute/ContinuousAttribute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Attribute/ContinuousAttribute.py -------------------------------------------------------------------------------- /Classification/Attribute/DiscreteAttribute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Attribute/DiscreteAttribute.py -------------------------------------------------------------------------------- /Classification/Attribute/DiscreteIndexedAttribute.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Attribute/DiscreteIndexedAttribute.py -------------------------------------------------------------------------------- /Classification/Attribute/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/DataSet/DataDefinition.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/DataSet/DataDefinition.py -------------------------------------------------------------------------------- /Classification/DataSet/DataSet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/DataSet/DataSet.py -------------------------------------------------------------------------------- /Classification/DataSet/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/DistanceMetric/DistanceMetric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/DistanceMetric/DistanceMetric.py -------------------------------------------------------------------------------- /Classification/DistanceMetric/EuclidianDistance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/DistanceMetric/EuclidianDistance.py -------------------------------------------------------------------------------- /Classification/DistanceMetric/MahalanobisDistance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/DistanceMetric/MahalanobisDistance.py -------------------------------------------------------------------------------- /Classification/DistanceMetric/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Experiment/BootstrapRun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/BootstrapRun.py -------------------------------------------------------------------------------- /Classification/Experiment/Experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/Experiment.py -------------------------------------------------------------------------------- /Classification/Experiment/KFoldRun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/KFoldRun.py -------------------------------------------------------------------------------- /Classification/Experiment/KFoldRunSeparateTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/KFoldRunSeparateTest.py -------------------------------------------------------------------------------- /Classification/Experiment/MultipleRun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/MultipleRun.py -------------------------------------------------------------------------------- /Classification/Experiment/MxKFoldRun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/MxKFoldRun.py -------------------------------------------------------------------------------- /Classification/Experiment/MxKFoldRunSeparateTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/MxKFoldRunSeparateTest.py -------------------------------------------------------------------------------- /Classification/Experiment/SingleRun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/SingleRun.py -------------------------------------------------------------------------------- /Classification/Experiment/SingleRunWithK.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/SingleRunWithK.py -------------------------------------------------------------------------------- /Classification/Experiment/StratifiedKFoldRun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/StratifiedKFoldRun.py -------------------------------------------------------------------------------- /Classification/Experiment/StratifiedKFoldRunSeparateTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/StratifiedKFoldRunSeparateTest.py -------------------------------------------------------------------------------- /Classification/Experiment/StratifiedMxKFoldRun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/StratifiedMxKFoldRun.py -------------------------------------------------------------------------------- /Classification/Experiment/StratifiedMxKFoldRunSeparateTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/StratifiedMxKFoldRunSeparateTest.py -------------------------------------------------------------------------------- /Classification/Experiment/StratifiedSingleRunWithK.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Experiment/StratifiedSingleRunWithK.py -------------------------------------------------------------------------------- /Classification/Experiment/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/FeatureSelection/BackwardSelection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/FeatureSelection/BackwardSelection.py -------------------------------------------------------------------------------- /Classification/FeatureSelection/FeatureSubSet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/FeatureSelection/FeatureSubSet.py -------------------------------------------------------------------------------- /Classification/FeatureSelection/FloatingSelection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/FeatureSelection/FloatingSelection.py -------------------------------------------------------------------------------- /Classification/FeatureSelection/ForwardSelection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/FeatureSelection/ForwardSelection.py -------------------------------------------------------------------------------- /Classification/FeatureSelection/SubSetSelection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/FeatureSelection/SubSetSelection.py -------------------------------------------------------------------------------- /Classification/FeatureSelection/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Filter/DiscreteToContinuous.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/DiscreteToContinuous.py -------------------------------------------------------------------------------- /Classification/Filter/DiscreteToIndexed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/DiscreteToIndexed.py -------------------------------------------------------------------------------- /Classification/Filter/FeatureFilter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/FeatureFilter.py -------------------------------------------------------------------------------- /Classification/Filter/LaryFilter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/LaryFilter.py -------------------------------------------------------------------------------- /Classification/Filter/LaryToBinary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/LaryToBinary.py -------------------------------------------------------------------------------- /Classification/Filter/Normalize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/Normalize.py -------------------------------------------------------------------------------- /Classification/Filter/Pca.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/Pca.py -------------------------------------------------------------------------------- /Classification/Filter/TrainedFeatureFilter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Filter/TrainedFeatureFilter.py -------------------------------------------------------------------------------- /Classification/Filter/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Instance/CompositeInstance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Instance/CompositeInstance.py -------------------------------------------------------------------------------- /Classification/Instance/Instance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Instance/Instance.py -------------------------------------------------------------------------------- /Classification/Instance/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/InstanceList/InstanceList.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/InstanceList/InstanceList.py -------------------------------------------------------------------------------- /Classification/InstanceList/InstanceListOfSameClass.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/InstanceList/InstanceListOfSameClass.py -------------------------------------------------------------------------------- /Classification/InstanceList/Partition.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/InstanceList/Partition.py -------------------------------------------------------------------------------- /Classification/InstanceList/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Model/DecisionTree/DecisionCondition.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/DecisionTree/DecisionCondition.py -------------------------------------------------------------------------------- /Classification/Model/DecisionTree/DecisionNode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/DecisionTree/DecisionNode.py -------------------------------------------------------------------------------- /Classification/Model/DecisionTree/DecisionStump.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/DecisionTree/DecisionStump.py -------------------------------------------------------------------------------- /Classification/Model/DecisionTree/DecisionTree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/DecisionTree/DecisionTree.py -------------------------------------------------------------------------------- /Classification/Model/DecisionTree/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Model/DummyModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/DummyModel.py -------------------------------------------------------------------------------- /Classification/Model/Ensemble/BaggingModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Ensemble/BaggingModel.py -------------------------------------------------------------------------------- /Classification/Model/Ensemble/RandomForestModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Ensemble/RandomForestModel.py -------------------------------------------------------------------------------- /Classification/Model/Ensemble/TreeEnsembleModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Ensemble/TreeEnsembleModel.py -------------------------------------------------------------------------------- /Classification/Model/Ensemble/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Model/Model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Model.py -------------------------------------------------------------------------------- /Classification/Model/NeuralNetwork/AutoEncoderModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/NeuralNetwork/AutoEncoderModel.py -------------------------------------------------------------------------------- /Classification/Model/NeuralNetwork/DeepNetworkModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/NeuralNetwork/DeepNetworkModel.py -------------------------------------------------------------------------------- /Classification/Model/NeuralNetwork/LinearPerceptronModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/NeuralNetwork/LinearPerceptronModel.py -------------------------------------------------------------------------------- /Classification/Model/NeuralNetwork/MultiLayerPerceptronModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/NeuralNetwork/MultiLayerPerceptronModel.py -------------------------------------------------------------------------------- /Classification/Model/NeuralNetwork/NeuralNetworkModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/NeuralNetwork/NeuralNetworkModel.py -------------------------------------------------------------------------------- /Classification/Model/NeuralNetwork/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Model/NonParametric/KnnInstance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/NonParametric/KnnInstance.py -------------------------------------------------------------------------------- /Classification/Model/NonParametric/KnnModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/NonParametric/KnnModel.py -------------------------------------------------------------------------------- /Classification/Model/NonParametric/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Model/Parametric/GaussianModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Parametric/GaussianModel.py -------------------------------------------------------------------------------- /Classification/Model/Parametric/KMeansModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Parametric/KMeansModel.py -------------------------------------------------------------------------------- /Classification/Model/Parametric/LdaModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Parametric/LdaModel.py -------------------------------------------------------------------------------- /Classification/Model/Parametric/NaiveBayesModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Parametric/NaiveBayesModel.py -------------------------------------------------------------------------------- /Classification/Model/Parametric/QdaModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/Parametric/QdaModel.py -------------------------------------------------------------------------------- /Classification/Model/Parametric/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Model/RandomModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/RandomModel.py -------------------------------------------------------------------------------- /Classification/Model/ValidatedModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Model/ValidatedModel.py -------------------------------------------------------------------------------- /Classification/Model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Parameter/ActivationFunction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/ActivationFunction.py -------------------------------------------------------------------------------- /Classification/Parameter/BaggingParameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/BaggingParameter.py -------------------------------------------------------------------------------- /Classification/Parameter/C45Parameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/C45Parameter.py -------------------------------------------------------------------------------- /Classification/Parameter/DeepNetworkParameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/DeepNetworkParameter.py -------------------------------------------------------------------------------- /Classification/Parameter/KMeansParameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/KMeansParameter.py -------------------------------------------------------------------------------- /Classification/Parameter/KnnParameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/KnnParameter.py -------------------------------------------------------------------------------- /Classification/Parameter/LinearPerceptronParameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/LinearPerceptronParameter.py -------------------------------------------------------------------------------- /Classification/Parameter/MultiLayerPerceptronParameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/MultiLayerPerceptronParameter.py -------------------------------------------------------------------------------- /Classification/Parameter/Parameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/Parameter.py -------------------------------------------------------------------------------- /Classification/Parameter/RandomForestParameter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Parameter/RandomForestParameter.py -------------------------------------------------------------------------------- /Classification/Parameter/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/Performance/ClassificationPerformance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Performance/ClassificationPerformance.py -------------------------------------------------------------------------------- /Classification/Performance/ConfusionMatrix.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Performance/ConfusionMatrix.py -------------------------------------------------------------------------------- /Classification/Performance/DetailedClassificationPerformance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Performance/DetailedClassificationPerformance.py -------------------------------------------------------------------------------- /Classification/Performance/ExperimentPerformance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Performance/ExperimentPerformance.py -------------------------------------------------------------------------------- /Classification/Performance/Performance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/Performance/Performance.py -------------------------------------------------------------------------------- /Classification/Performance/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/StatisticalTest/Combined5x2F.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/Combined5x2F.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/Combined5x2t.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/Combined5x2t.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/Paired5x2t.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/Paired5x2t.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/PairedTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/PairedTest.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/Pairedt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/Pairedt.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/Sign.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/Sign.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/StatisticalTestNotApplicable.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/StatisticalTestNotApplicable.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/StatisticalTestResult.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/StatisticalTestResult.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/StatisticalTestResultType.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/Classification/StatisticalTest/StatisticalTestResultType.py -------------------------------------------------------------------------------- /Classification/StatisticalTest/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Classification/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/README.md -------------------------------------------------------------------------------- /datasets/abalone.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/abalone.data -------------------------------------------------------------------------------- /datasets/balance.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/balance.data -------------------------------------------------------------------------------- /datasets/bupa.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/bupa.data -------------------------------------------------------------------------------- /datasets/car.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/car.data -------------------------------------------------------------------------------- /datasets/chess.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/chess.data -------------------------------------------------------------------------------- /datasets/connect4.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/connect4.data -------------------------------------------------------------------------------- /datasets/dermatology.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/dermatology.data -------------------------------------------------------------------------------- /datasets/doctor-visits.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/doctor-visits.data -------------------------------------------------------------------------------- /datasets/iris.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/iris.data -------------------------------------------------------------------------------- /datasets/maternal.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/maternal.data -------------------------------------------------------------------------------- /datasets/nursery.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/nursery.data -------------------------------------------------------------------------------- /datasets/poker.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/poker.data -------------------------------------------------------------------------------- /datasets/tae.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/tae.data -------------------------------------------------------------------------------- /datasets/tictactoe.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/tictactoe.data -------------------------------------------------------------------------------- /datasets/winequality.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/datasets/winequality.data -------------------------------------------------------------------------------- /models/bagging-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/bagging-bupa.txt -------------------------------------------------------------------------------- /models/bagging-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/bagging-car.txt -------------------------------------------------------------------------------- /models/bagging-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/bagging-dermatology.txt -------------------------------------------------------------------------------- /models/bagging-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/bagging-iris.txt -------------------------------------------------------------------------------- /models/bagging-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/bagging-tictactoe.txt -------------------------------------------------------------------------------- /models/c45-bupa.txt: -------------------------------------------------------------------------------- 1 | -1 = -1 2 | 0 3 | 2 4 | 2 5 | 1 116 6 | 2 160 7 | -------------------------------------------------------------------------------- /models/c45-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45-car.txt -------------------------------------------------------------------------------- /models/c45-carIndexed.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45-carIndexed.txt -------------------------------------------------------------------------------- /models/c45-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45-dermatology.txt -------------------------------------------------------------------------------- /models/c45-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45-iris.txt -------------------------------------------------------------------------------- /models/c45-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45-tictactoe.txt -------------------------------------------------------------------------------- /models/c45-tictactoeIndexed.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45-tictactoeIndexed.txt -------------------------------------------------------------------------------- /models/c45stump-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45stump-bupa.txt -------------------------------------------------------------------------------- /models/c45stump-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45stump-car.txt -------------------------------------------------------------------------------- /models/c45stump-chess.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45stump-chess.txt -------------------------------------------------------------------------------- /models/c45stump-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45stump-dermatology.txt -------------------------------------------------------------------------------- /models/c45stump-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45stump-iris.txt -------------------------------------------------------------------------------- /models/c45stump-nursery.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45stump-nursery.txt -------------------------------------------------------------------------------- /models/c45stump-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/c45stump-tictactoe.txt -------------------------------------------------------------------------------- /models/deepNetwork-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/deepNetwork-bupa.txt -------------------------------------------------------------------------------- /models/deepNetwork-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/deepNetwork-dermatology.txt -------------------------------------------------------------------------------- /models/deepNetwork-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/deepNetwork-iris.txt -------------------------------------------------------------------------------- /models/dummy-bupa.txt: -------------------------------------------------------------------------------- 1 | 2 2 | 1 145 3 | 2 200 4 | -------------------------------------------------------------------------------- /models/dummy-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/dummy-car.txt -------------------------------------------------------------------------------- /models/dummy-chess.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/dummy-chess.txt -------------------------------------------------------------------------------- /models/dummy-dermatology.txt: -------------------------------------------------------------------------------- 1 | 6 2 | 2 61 3 | 1 112 4 | 3 72 5 | 5 52 6 | 4 49 7 | 6 20 8 | -------------------------------------------------------------------------------- /models/dummy-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/dummy-iris.txt -------------------------------------------------------------------------------- /models/dummy-nursery.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/dummy-nursery.txt -------------------------------------------------------------------------------- /models/dummy-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/dummy-tictactoe.txt -------------------------------------------------------------------------------- /models/kMeans-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/kMeans-bupa.txt -------------------------------------------------------------------------------- /models/kMeans-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/kMeans-car.txt -------------------------------------------------------------------------------- /models/kMeans-chess.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/kMeans-chess.txt -------------------------------------------------------------------------------- /models/kMeans-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/kMeans-dermatology.txt -------------------------------------------------------------------------------- /models/kMeans-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/kMeans-iris.txt -------------------------------------------------------------------------------- /models/kMeans-nursery.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/kMeans-nursery.txt -------------------------------------------------------------------------------- /models/kMeans-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/kMeans-tictactoe.txt -------------------------------------------------------------------------------- /models/knn-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/knn-bupa.txt -------------------------------------------------------------------------------- /models/knn-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/knn-car.txt -------------------------------------------------------------------------------- /models/knn-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/knn-dermatology.txt -------------------------------------------------------------------------------- /models/knn-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/knn-iris.txt -------------------------------------------------------------------------------- /models/knn-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/knn-tictactoe.txt -------------------------------------------------------------------------------- /models/lda-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/lda-bupa.txt -------------------------------------------------------------------------------- /models/lda-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/lda-dermatology.txt -------------------------------------------------------------------------------- /models/lda-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/lda-iris.txt -------------------------------------------------------------------------------- /models/linearPerceptron-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/linearPerceptron-bupa.txt -------------------------------------------------------------------------------- /models/linearPerceptron-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/linearPerceptron-dermatology.txt -------------------------------------------------------------------------------- /models/linearPerceptron-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/linearPerceptron-iris.txt -------------------------------------------------------------------------------- /models/multiLayerPerceptron-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/multiLayerPerceptron-bupa.txt -------------------------------------------------------------------------------- /models/multiLayerPerceptron-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/multiLayerPerceptron-dermatology.txt -------------------------------------------------------------------------------- /models/multiLayerPerceptron-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/multiLayerPerceptron-iris.txt -------------------------------------------------------------------------------- /models/naiveBayes-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/naiveBayes-bupa.txt -------------------------------------------------------------------------------- /models/naiveBayes-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/naiveBayes-dermatology.txt -------------------------------------------------------------------------------- /models/naiveBayes-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/naiveBayes-iris.txt -------------------------------------------------------------------------------- /models/qda-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/qda-bupa.txt -------------------------------------------------------------------------------- /models/qda-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/qda-iris.txt -------------------------------------------------------------------------------- /models/random-bupa.txt: -------------------------------------------------------------------------------- 1 | 1 2 | 2 3 | 1 4 | 2 5 | -------------------------------------------------------------------------------- /models/random-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/random-car.txt -------------------------------------------------------------------------------- /models/random-chess.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/random-chess.txt -------------------------------------------------------------------------------- /models/random-dermatology.txt: -------------------------------------------------------------------------------- 1 | 1 2 | 6 3 | 2 4 | 1 5 | 3 6 | 5 7 | 4 8 | 6 9 | -------------------------------------------------------------------------------- /models/random-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/random-iris.txt -------------------------------------------------------------------------------- /models/random-nursery.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/random-nursery.txt -------------------------------------------------------------------------------- /models/random-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/random-tictactoe.txt -------------------------------------------------------------------------------- /models/randomforest-bupa.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/randomforest-bupa.txt -------------------------------------------------------------------------------- /models/randomforest-car.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/randomforest-car.txt -------------------------------------------------------------------------------- /models/randomforest-carIndexed.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/randomforest-carIndexed.txt -------------------------------------------------------------------------------- /models/randomforest-dermatology.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/randomforest-dermatology.txt -------------------------------------------------------------------------------- /models/randomforest-iris.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/randomforest-iris.txt -------------------------------------------------------------------------------- /models/randomforest-tictactoe.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/models/randomforest-tictactoe.txt -------------------------------------------------------------------------------- /pyvenv.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/pyvenv.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/setup.py -------------------------------------------------------------------------------- /test/Classifier/BaggingTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/BaggingTest.py -------------------------------------------------------------------------------- /test/Classifier/C45StumpTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/C45StumpTest.py -------------------------------------------------------------------------------- /test/Classifier/C45Test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/C45Test.py -------------------------------------------------------------------------------- /test/Classifier/ClassifierTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/ClassifierTest.py -------------------------------------------------------------------------------- /test/Classifier/DeepNetworkTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/DeepNetworkTest.py -------------------------------------------------------------------------------- /test/Classifier/DummyTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/DummyTest.py -------------------------------------------------------------------------------- /test/Classifier/KMeansTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/KMeansTest.py -------------------------------------------------------------------------------- /test/Classifier/KnnTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/KnnTest.py -------------------------------------------------------------------------------- /test/Classifier/LdaTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/LdaTest.py -------------------------------------------------------------------------------- /test/Classifier/LinearPerceptronTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/LinearPerceptronTest.py -------------------------------------------------------------------------------- /test/Classifier/MultiLayerPerceptronTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/MultiLayerPerceptronTest.py -------------------------------------------------------------------------------- /test/Classifier/NaiveBayesTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/NaiveBayesTest.py -------------------------------------------------------------------------------- /test/Classifier/QdaTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/QdaTest.py -------------------------------------------------------------------------------- /test/Classifier/RandomClassifierTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/RandomClassifierTest.py -------------------------------------------------------------------------------- /test/Classifier/RandomForestTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Classifier/RandomForestTest.py -------------------------------------------------------------------------------- /test/Classifier/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/DataSet/DataSetTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/DataSet/DataSetTest.py -------------------------------------------------------------------------------- /test/DataSet/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/Experiment/BootstrapRunTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Experiment/BootstrapRunTest.py -------------------------------------------------------------------------------- /test/Experiment/KFoldRunTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Experiment/KFoldRunTest.py -------------------------------------------------------------------------------- /test/Experiment/MxKFoldRunTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Experiment/MxKFoldRunTest.py -------------------------------------------------------------------------------- /test/Experiment/StratifiedKFoldRunTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Experiment/StratifiedKFoldRunTest.py -------------------------------------------------------------------------------- /test/Experiment/StratifiedMxKFoldRunTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Experiment/StratifiedMxKFoldRunTest.py -------------------------------------------------------------------------------- /test/Experiment/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/FeatureSelection/SubSetSelectionTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/FeatureSelection/SubSetSelectionTest.py -------------------------------------------------------------------------------- /test/FeatureSelection/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/Filter/DiscreteToContinuousTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Filter/DiscreteToContinuousTest.py -------------------------------------------------------------------------------- /test/Filter/DiscreteToIndexedTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Filter/DiscreteToIndexedTest.py -------------------------------------------------------------------------------- /test/Filter/LaryToBinaryTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Filter/LaryToBinaryTest.py -------------------------------------------------------------------------------- /test/Filter/NormalizeTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Filter/NormalizeTest.py -------------------------------------------------------------------------------- /test/Filter/PcaTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/Filter/PcaTest.py -------------------------------------------------------------------------------- /test/Filter/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/StatisticalTest/Combined5x2FTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/StatisticalTest/Combined5x2FTest.py -------------------------------------------------------------------------------- /test/StatisticalTest/Combined5x2tTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/StatisticalTest/Combined5x2tTest.py -------------------------------------------------------------------------------- /test/StatisticalTest/Paired5x2tTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/StatisticalTest/Paired5x2tTest.py -------------------------------------------------------------------------------- /test/StatisticalTest/PairedtTest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StarlangSoftware/Classification-Py/HEAD/test/StatisticalTest/PairedtTest.py -------------------------------------------------------------------------------- /test/StatisticalTest/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/__init__.py: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------