| Type Before | Type After | No. of Instances | No. of Commits | No. of Projects | Hierarchy Relation | Primitive Info | Namespace |
|---|---|---|---|---|---|---|---|
| java.util.concurrent.ConcurrentNavigableMap | org.mapdb.Atomic.Var | 2 | 1 | 1 | - | - | Jdk -> External |
| com.datumbox.common.dataobjects.Dataset | com.datumbox.framework.machinelearning.ensemblelearning.BayesianEnsembleMethod.TrainingParameters | 1 | 1 | 1 | - | - | Internal -> Internal |
| java.util.Collection<java.lang.Integer> | com.datumbox.common.dataobjects.FlatDataList | 1 | 1 | 1 | - | - | Jdk -> Internal |
| java.lang.Integer | java.lang.Object | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.util.Collection<java.lang.Object> | com.datumbox.common.dataobjects.FlatDataList | 1 | 1 | 1 | - | - | Jdk -> Internal |
| com.datumbox.common.dataobjects.Record | java.lang.Integer | 12 | 3 | 1 | SIBLING | - | Internal -> Jdk |
| com.datumbox.framework.machinelearning.featureselection.scorebased.TFIDF.ModelParameters | com.datumbox.common.persistentstorage.interfaces.DatabaseConnector | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.datatransformation.DummyXMinMaxNormalizer | com.datumbox.framework.machinelearning.datatransformation.XMinMaxNormalizer | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.datatransformation.DummyXYMinMaxNormalizer | com.datumbox.framework.machinelearning.datatransformation.XYMinMaxNormalizer | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.datatransformation.SimpleDummyVariableExtractor | com.datumbox.framework.machinelearning.datatransformation.DummyXYMinMaxNormalizer | 6 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.common.dataobjects.Record | com.datumbox.common.dataobjects.AssociativeArray | 1 | 1 | 1 | Composition | - | Internal -> Internal |
| java.util.Map<java.lang.Object, java.lang.Object> | com.datumbox.common.dataobjects.AssociativeArray | 3 | 1 | 1 | - | - | Jdk -> Internal |
| boolean | com.sun.org.apache.xerces.internal.util.Status | 2 | 1 | 1 | - | - | Jdk -> Jdk |
| com.datumbox.common.dataobjects.FlatDataCollection | com.datumbox.common.dataobjects.FlatDataList | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| boolean | com.datumbox.framework.machinelearning.common.bases.basemodels.BaseBoostingBagging.Status | 2 | 1 | 1 | - | - | Jdk -> Internal |
| int | long | 1 | 1 | 1 | - | Widening | Jdk -> Jdk |
| java.util.List<java.lang.Object> | com.datumbox.common.dataobjects.Dataset | 2 | 1 | 1 | - | - | Jdk -> Internal |
| java.lang.Object | java.util.Set<java.lang.Object> | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| boolean | void | 12 | 2 | 1 | - | - | Jdk -> Jdk |
| com.datumbox.common.dataobjects.Dataset.ColumnType | com.datumbox.common.utilities.TypeInference.DataType | 14 | 1 | 1 | - | - | Internal -> Internal |
| java.lang.Object | java.lang.String | 2 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Integer | int | 7 | 3 | 1 | - | Unboxing | Jdk -> Jdk |
| java.lang.String | com.datumbox.common.persistentstorage.mapdb.MapDBConnector.DatabaseType | 4 | 1 | 1 | - | - | Jdk -> Internal |
| com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLmodel.ValidationMetrics | void | 1 | 1 | 1 | - | - | Internal -> Jdk |
| boolean | java.util.concurrent.atomic.AtomicBoolean | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Integer | com.datumbox.common.dataobjects.Record | 5 | 2 | 1 | SIBLING | - | Jdk -> Internal |
| java.util.Iterator | java.lang.Iterable | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Integer | boolean | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| com.datumbox.common.dataobjects.Dataset | com.datumbox.common.dataobjects.Dataframe | 152 | 1 | 1 | - | - | Internal -> Internal |
| int | java.lang.Integer | 3 | 3 | 1 | - | Boxing | Jdk -> Jdk |
| java.lang.Integer | java.util.Map.Entry<java.lang.Integer, com.datumbox.common.dataobjects.Record> | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.String | char | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Object | com.datumbox.common.dataobjects.DataTable2D | 1 | 1 | 1 | - | - | Jdk -> Internal |
| com.datumbox.common.utilities.ArrayIndexComparator | java.util.Comparator | 1 | 1 | 1 | R_SUPER_T | - | Internal -> Jdk |
| com.datumbox.common.utilities.ArrayIndexReverseComparator | java.util.Comparator | 1 | 1 | 1 | - | - | Internal -> Jdk |
| com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLregressor.ValidationMetrics | com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor.ValidationMetrics | 2 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLclassifier.ValidationMetrics | com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.common.persistentstorage.mapdb.MapDBConnector.DatabaseType | com.datumbox.common.persistentstorage.mapdb.MapDBConnector.DBType | 6 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.utilities.text.tokenizers.Tokenizer | com.datumbox.framework.utilities.text.tokenizers.AbstractTokenizer | 8 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLclassifier.TrainingParameters | com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.TrainingParameters | 4 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.bases.featureselection.FeatureSelection.TrainingParameters | com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.TrainingParameters | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.utilities.text.extractors.TextExtractor | com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor | 8 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLregressor.TrainingParameters | com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor.TrainingParameters | 3 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.bases.mlmodels.BaseMLmodel.ValidationMetrics | com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm.ValidationMetrics | 7 | 1 | 1 | SIBLING | - | Internal -> Internal |
| FS.TrainingParameters | FS.AbstractTrainingParameters | 3 | 1 | 1 | - | - | External -> External |
| com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor.TrainingParameters | com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractRegressor.AbstractTrainingParameters | 3 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractAlgorithm.ValidationMetrics | com.datumbox.framework.machinelearning.common.interfaces.ValidationMetrics | 7 | 1 | 1 | SIBLING | - | Internal -> Internal |
| ML.TrainingParameters | ML.AbstractTrainingParameters | 3 | 1 | 1 | - | - | External -> External |
| com.datumbox.framework.machinelearning.common.interfaces.TrainingParameters | com.datumbox.framework.machinelearning.common.abstracts.AbstractTrainingParameters | 3 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.interfaces.ModelParameters | com.datumbox.framework.machinelearning.common.abstracts.AbstractModelParameters | 7 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.TrainingParameters | com.datumbox.framework.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.AbstractTrainingParameters | 1 | 1 | 1 | - | - | Internal -> Internal |
| DT.TrainingParameters | DT.AbstractTrainingParameters | 3 | 1 | 1 | - | - | External -> External |
| com.datumbox.framework.machinelearning.common.interfaces.Cluster | com.datumbox.framework.machinelearning.common.abstracts.AbstractCluster | 2 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.TrainingParameters | com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.AbstractTrainingParameters | 4 | 1 | 1 | - | - | Internal -> Internal |
| void | int | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| void | com.datumbox.common.dataobjects.Record | 1 | 1 | 1 | - | - | Jdk -> Internal |
| java.util.Set | java.util.TreeSet | 1 | 1 | 1 | T_SUPER_R | - | Jdk -> Jdk |
| java.util.Map | java.util.LinkedHashMap | 7 | 1 | 1 | T_SUPER_R | - | Jdk -> Jdk |
| java.util.Map.Entry<java.lang.Integer, com.datumbox.common.dataobjects.Record> | com.datumbox.common.dataobjects.Record | 1 | 1 | 1 | - | - | Jdk -> Internal |
| java.util.concurrent.ForkJoinPool | com.datumbox.common.concurrency.ConcurrencyConfiguration | 1 | 1 | 1 | - | - | Jdk -> Internal |
| com.datumbox.common.persistentstorage.interfaces.DatabaseConfiguration | com.datumbox.common.Configuration | 130 | 1 | 1 | SIBLING | - | Internal -> Internal |
| java.lang.String | java.util.LinkedList<java.lang.Integer> | 2 | 1 | 1 | SIBLING | - | Jdk -> Jdk |
| java.lang.Integer | java.lang.Double | 2 | 1 | 1 | SIBLING | - | Jdk -> Jdk |
| java.lang.Integer | double | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.util.Map.Entry<java.lang.String, java.lang.Double> | java.lang.Integer | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| com.datumbox.framework.machinelearning.classification.MultinomialNaiveBayes.ValidationMetrics | com.datumbox.framework.machinelearning.common.interfaces.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.AbstractValidationMetrics | com.datumbox.framework.machinelearning.classification.SoftMaxRegression.ValidationMetrics | 1 | 1 | 1 | T_SUPER_R | - | Internal -> Internal |
| com.datumbox.framework.utilities.text.cleaners.HTMLCleaner.HyperlinkPart | com.datumbox.framework.utilities.text.parsers.HTMLParser.HyperlinkPart | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.utilities.text.extractors.AbstractTextExtractor | com.datumbox.common.interfaces.Extractable | 1 | 1 | 1 | R_SUPER_T | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.abstracts.modelers.AbstractClassifier.SensitivityRates | com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractClassifier.SensitivityRates | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.machinelearning.common.interfaces.PredictParallelizable.Prediction | com.datumbox.framework.core.machinelearning.common.interfaces.PredictParallelizable.Prediction | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| int | java.lang.String | 3 | 1 | 1 | - | - | Jdk -> Jdk |
| org.apache.commons.math3.linear.RealMatrix | org.apache.commons.math3.linear.BlockRealMatrix | 8 | 2 | 1 | T_SUPER_R | - | External -> External |
| org.apache.commons.math3.linear.BlockRealMatrix | org.apache.commons.math3.linear.OpenMapRealMatrix | 10 | 1 | 1 | SIBLING | - | External -> External |
| org.apache.commons.math3.linear.RealMatrix | org.apache.commons.math3.linear.Array2DRowRealMatrix | 1 | 1 | 1 | T_SUPER_R | - | External -> External |
| java.util.List<java.lang.Integer> | java.lang.Long | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.util.List | java.util.Set | 1 | 1 | 1 | SIBLING | - | Jdk -> Jdk |
| java.util.Collection | java.util.Set | 2 | 1 | 1 | T_SUPER_R | - | Jdk -> Jdk |
| com.datumbox.framework.core.machinelearning.classification.SoftMaxRegression.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClustererValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| BernoulliNaiveBayes.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | External -> Internal |
| com.datumbox.framework.core.machinelearning.clustering.GaussianDPMM.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClustererValidator.ValidationMetrics | 2 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.classification.SoftMaxRegression.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.classification.MaximumEntropy.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.clustering.Kmeans.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClustererValidator.ValidationMetrics | 2 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.classification.BinarizedNaiveBayes.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.clustering.MultinomialDPMM.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClustererValidator.ValidationMetrics | 2 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.classification.SupportVectorMachine.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.classification.MultinomialNaiveBayes.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.classification.OrdinalRegression.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.clustering.HierarchicalAgglomerative.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClustererValidator.ValidationMetrics | 2 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.ensemblelearning.Adaboost.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| MatrixLinearRegression.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.LinearRegressionValidator.ValidationMetrics | 1 | 1 | 1 | - | - | External -> Internal |
| com.datumbox.framework.core.machinelearning.ensemblelearning.BootstrapAggregating.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | - | - | Internal -> Internal |
| CollaborativeFiltering.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.RMSEValidator.ValidationMetrics | 1 | 1 | 1 | - | - | External -> Internal |
| com.datumbox.framework.core.machinelearning.validators.ClustererValidator.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.ClassifierValidator.ValidationMetrics | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| NLMS.ValidationMetrics | com.datumbox.framework.core.machinelearning.validators.LinearRegressionValidator.ValidationMetrics | 1 | 1 | 1 | - | - | External -> Internal |
| java.lang.Double | double | 11 | 3 | 1 | - | Unboxing | Jdk -> Jdk |
| com.datumbox.framework.core.machinelearning.validators.RMSEValidator.ValidationMetrics | com.datumbox.framework.core.machinelearning.modelselection.metrics.RecommendationMetrics | 3 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractModeler.AbstractTrainingParameters | 2 | 2 | 1 | - | - | Internal -> Internal |
| java.util.Map<java.lang.String, java.lang.Object> | java.lang.Object | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| ? extendscom.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractClassifier | com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractClassifier | 1 | 1 | 1 | T_SUPER_R | - | Internal -> Internal |
| com.datumbox.framework.applications.datamodeling.Modeler.TrainingParameters | com.datumbox.framework.core.machinelearning.common.interfaces.TrainingParameters | 2 | 2 | 1 | R_SUPER_T | - | Internal -> Internal |
| java.lang.Class | com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer.AbstractTrainingParameters | 5 | 1 | 1 | SIBLING | - | Jdk -> Internal |
| com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.AbstractTrainingParameters | 2 | 1 | 1 | - | - | Internal -> Internal |
| FS.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.AbstractTrainingParameters | 1 | 1 | 1 | - | - | External -> Internal |
| DT.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.datatransformers.AbstractTransformer.AbstractTrainingParameters | 1 | 1 | 1 | - | - | External -> Internal |
| com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.datatransformers.AbstractTransformer.AbstractTrainingParameters | 2 | 1 | 1 | - | - | Internal -> Internal |
| ML.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractModeler.AbstractTrainingParameters | 1 | 1 | 1 | - | - | External -> Internal |
| java.util.Random | java.lang.ThreadLocal<java.util.Random> | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| com.datumbox.framework.common.dataobjects.TypeInference.DataType | com.datumbox.framework.common.dataobjects.Dataframe.Data | 1 | 1 | 1 | Composition | - | Internal -> Internal |
| java.lang.Iterable<com.datumbox.framework.core.machinelearning.common.abstracts.modelselection.AbstractSplitter.Split> | java.lang.Iterable<ShuffleSplitter.Split> | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Iterable | java.util.Iterator | 2 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Iterable<KFoldSplitter.Split> | java.util.Iterator<KFoldSplitter.Split> | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Iterable<ShuffleSplitter.Split> | java.util.Iterator<ShuffleSplitter.Split> | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| com.datumbox.framework.common.persistentstorage.interfaces.DatabaseConfiguration | com.datumbox.framework.common.persistentstorage.interfaces.StorageConfiguration | 3 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.common.persistentstorage.interfaces.DatabaseConnector | com.datumbox.framework.common.persistentstorage.interfaces.StorageConnector | 65 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.common.persistentstorage.mapdb.MapDBConnector.DBType | com.datumbox.framework.common.persistentstorage.mapdb.MapDBConnector.StorageType | 7 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.common.persistentstorage.interfaces.DatabaseConnector.StorageHint | com.datumbox.framework.common.persistentstorage.interfaces.StorageConnector.StorageHint | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.common.persistentstorage.interfaces.DatabaseConnector.MapType | com.datumbox.framework.common.persistentstorage.interfaces.StorageConnector.MapType | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.common.storages.interfaces.StorageConnector.StorageHint | com.datumbox.framework.common.storageengines.interfaces.StorageEngine.StorageHint | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.common.storages.interfaces.StorageConnector.MapType | com.datumbox.framework.common.storageengines.interfaces.StorageEngine.MapType | 1 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.datatransformation.XYMinMaxNormalizer | com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.datatransformation.DummyXYMinMaxNormalizer | com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler | 14 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.datatransformation.XMinMaxNormalizer | com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.common.abstracts.datatransformers.AbstractTransformer | com.datumbox.framework.core.machinelearning.common.abstracts.transformers.AbstractCategoricalEncoder | 3 | 1 | 1 | R_SUPER_T | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.datatransformation.DummyXMinMaxNormalizer | com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler | 2 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.common.abstracts.datatransformers.AbstractTransformer.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.transformers.AbstractNumericalScaler.AbstractTrainingParameters | 1 | 1 | 1 | R_SUPER_T | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.common.abstracts.datatransformers.AbstractTransformer.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.transformers.AbstractCategoricalEncoder.AbstractTrainingParameters | 3 | 1 | 1 | - | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.preprocessing.CornerConstraintsEncoder | com.datumbox.framework.core.machinelearning.preprocessing.OneHotEncoder | 8 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.preprocessing.CornerConstraintsEncoder.TrainingParameters | com.datumbox.framework.core.machinelearning.preprocessing.OneHotEncoder.TrainingParameters | 9 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler.TrainingParameters | com.datumbox.framework.core.machinelearning.preprocessing.StandardScaler.TrainingParameters | 3 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler | com.datumbox.framework.core.machinelearning.preprocessing.StandardScaler | 3 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.common.dataobjects.FlatDataList | com.datumbox.framework.common.dataobjects.FlatDataCollection | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler | com.datumbox.framework.core.machinelearning.preprocessing.MaxAbsScaler | 2 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.preprocessing.MinMaxScaler.TrainingParameters | com.datumbox.framework.core.machinelearning.preprocessing.MaxAbsScaler.TrainingParameters | 2 | 1 | 1 | SIBLING | - | Internal -> Internal |
| double | java.lang.Double | 4 | 2 | 1 | - | Boxing | Jdk -> Jdk |
| java.lang.Object | java.lang.Double | 3 | 2 | 1 | - | - | Jdk -> Jdk |
| java.lang.Double | java.lang.Object | 3 | 1 | 1 | - | - | Jdk -> Jdk |
| java.lang.Object | java.lang.Integer | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| double | org.apache.commons.math3.linear.RealVector | 6 | 2 | 1 | - | - | Jdk -> External |
| double | org.apache.commons.math3.linear.RealMatrix | 4 | 2 | 1 | - | - | Jdk -> External |
| org.apache.commons.math3.linear.OpenMapRealMatrix | org.apache.commons.math3.linear.RealMatrix | 8 | 1 | 1 | R_SUPER_T | - | External -> External |
| com.datumbox.framework.core.machinelearning.common.abstracts.transformers.AbstractNumericalScaler.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.transformers.AbstractScaler.AbstractTrainingParameters | 5 | 1 | 1 | SIBLING | - | Internal -> Internal |
| com.datumbox.framework.core.machinelearning.common.abstracts.transformers.AbstractCategoricalEncoder.AbstractTrainingParameters | com.datumbox.framework.core.machinelearning.common.abstracts.transformers.AbstractEncoder.AbstractTrainingParameters | 5 | 1 | 1 | - | - | Internal -> Internal |
| java.util.Set | java.util.Map | 1 | 1 | 1 | - | - | Jdk -> Jdk |
| com.datumbox.framework.core.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.AbstractTrainingParameters | java.util.List<com.datumbox.framework.core.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.AbstractTrainingParameters> | 2 | 1 | 1 | - | - | Internal -> Jdk |
| com.datumbox.framework.core.machinelearning.common.abstracts.featureselectors.AbstractFeatureSelector.AbstractTrainingParameters | java.util.List<com.datumbox.framework.core.machinelearning.common.abstracts.algorithms.AbstractBoostingBagging.AbstractTrainingParameters> | 1 | 1 | 1 | - | - | Internal -> Jdk |
| com.datumbox.framework.core.machinelearning.classification.MultinomialNaiveBayes.TrainingParameters | com.datumbox.framework.core.machinelearning.classification.SoftMaxRegression.TrainingParameters | 1 | 1 | 1 | SIBLING | - | Internal -> Internal |
| java.lang.Object | ? | 1 | 1 | 1 | - | - | Jdk -> TypeVariable |