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Implementation

Timestamp:

03/03/17 11:41:43 (8 years ago)

Author:

gkronber

Message:

#2520

renamed StorableClass -> StorableType
changed persistence to use GUIDs instead of type names

Location:

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation

Files:

: 47 edited

Classification/ClassificationEnsembleModel.cs (modified) (1 diff)
Classification/ClassificationEnsembleProblemData.cs (modified) (1 diff)
Classification/ClassificationEnsembleSolution.cs (modified) (1 diff)
Classification/ClassificationPerformanceMeasures.cs (modified) (1 diff)
Classification/ClassificationProblem.cs (modified) (1 diff)
Classification/ClassificationProblemData.cs (modified) (1 diff)
Classification/ClassificationSolution.cs (modified) (1 diff)
Classification/ClassificationSolutionBase.cs (modified) (1 diff)
Classification/ConstantClassificationSolution.cs (modified) (1 diff)
Classification/DiscriminantFunctionClassificationModel.cs (modified) (1 diff)
Classification/DiscriminantFunctionClassificationSolution.cs (modified) (1 diff)
Classification/DiscriminantFunctionClassificationSolutionBase.cs (modified) (1 diff)
Classification/ThresholdCalculators/AccuracyMaximizationThresholdCalculator.cs (modified) (1 diff)
Classification/ThresholdCalculators/NormalDistributionCutPointsThresholdCalculator.cs (modified) (1 diff)
Classification/ThresholdCalculators/ThresholdCalculator.cs (modified) (1 diff)
Clustering/ClusteringProblem.cs (modified) (1 diff)
Clustering/ClusteringProblemData.cs (modified) (1 diff)
Clustering/ClusteringSolution.cs (modified) (1 diff)
ConstantModel.cs (modified) (1 diff)
DataAnalysisProblem.cs (modified) (1 diff)
DataAnalysisProblemData.cs (modified) (1 diff)
DataAnalysisSolution.cs (modified) (1 diff)
Regression/ConstantRegressionModel.cs (modified) (1 diff)
Regression/ConstantRegressionSolution.cs (modified) (1 diff)
Regression/RegressionEnsembleModel.cs (modified) (1 diff)
Regression/RegressionEnsembleProblemData.cs (modified) (1 diff)
Regression/RegressionEnsembleSolution.cs (modified) (1 diff)
Regression/RegressionProblem.cs (modified) (1 diff)
Regression/RegressionProblemData.cs (modified) (1 diff)
Regression/RegressionSolution.cs (modified) (1 diff)
Regression/RegressionSolutionBase.cs (modified) (1 diff)
TimeSeriesPrognosis/Models/ConstantTimeSeriesPrognosisModel.cs (modified) (1 diff)
TimeSeriesPrognosis/Models/TimeSeriesPrognosisAutoRegressiveModel.cs (modified) (1 diff)
TimeSeriesPrognosis/TimeSeriesPrognosisProblem.cs (modified) (1 diff)
TimeSeriesPrognosis/TimeSeriesPrognosisProblemData.cs (modified) (1 diff)
TimeSeriesPrognosis/TimeSeriesPrognosisResults.cs (modified) (1 diff)
TimeSeriesPrognosis/TimeSeriesPrognosisSolution.cs (modified) (1 diff)
TimeSeriesPrognosis/TimeSeriesPrognosisSolutionBase.cs (modified) (1 diff)
Transformations/CopyColumnTransformation.cs (modified) (1 diff)
Transformations/ExponentialTransformation.cs (modified) (1 diff)
Transformations/LinearTransformation.cs (modified) (1 diff)
Transformations/LogarithmicTransformation.cs (modified) (1 diff)
Transformations/PowerTransformation.cs (modified) (1 diff)
Transformations/ReciprocalTransformation.cs (modified) (1 diff)
Transformations/ShiftStandardDistributionTransformation.cs (modified) (1 diff)
Transformations/ShiftToRangeTransformation.cs (modified) (1 diff)
Transformations/Transformation.cs (modified) (1 diff)

Legend:

: Unmodified
: Added
: Removed

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleModel.cs

r13368	r14711
30	30	/// Represents classification solutions that contain an ensemble of multiple classification models
31	31	/// </summary>
32		[Storable~~Class~~("8DD02E48-801E-45EA-BE51-FE19DE32DAEB")]
	32	[StorableType("8DD02E48-801E-45EA-BE51-FE19DE32DAEB")]
33	33	[Item("ClassificationEnsembleModel", "A classification model that contains an ensemble of multiple classification models")]
34	34	public class ClassificationEnsembleModel : NamedItem, IClassificationEnsembleModel {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleProblemData.cs

r13368	r14711
28	28
29	29	namespace HeuristicLab.Problems.DataAnalysis {
30		[Storable~~Class~~("AA5A8540-1674-4469-8710-C354674704C1")]
	30	[StorableType("AA5A8540-1674-4469-8710-C354674704C1")]
31	31	[Item("ClassificationEnsembleProblemData", "Represents an item containing all data defining a classification problem.")]
32	32	public class ClassificationEnsembleProblemData : ClassificationProblemData {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleSolution.cs

r13368	r14711
33	33	/// Represents classification solutions that contain an ensemble of multiple classification models
34	34	/// </summary>
35		[Storable~~Class~~("0EA56F09-C658-47A9-A946-415D59234544")]
	35	[StorableType("0EA56F09-C658-47A9-A946-415D59234544")]
36	36	[Item("Classification Ensemble Solution", "A classification solution that contains an ensemble of multiple classification models")]
37	37	[Creatable(CreatableAttribute.Categories.DataAnalysisEnsembles, Priority = 110)]

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationPerformanceMeasures.cs

r13368	r14711
27	27
28	28	namespace HeuristicLab.Problems.DataAnalysis {
29		[Storable~~Class~~("322A7010-D1C4-4482-90D5-F1B510406855")]
	29	[StorableType("322A7010-D1C4-4482-90D5-F1B510406855")]
30	30	public class ClassificationPerformanceMeasuresResultCollection : ResultCollection {
31	31	#region result names

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblem.cs

r13368	r14711
25	25
26	26	namespace HeuristicLab.Problems.DataAnalysis {
27		[Storable~~Class~~("20A0F7F1-FBF4-456B-B086-DA8A8925655F")]
	27	[StorableType("20A0F7F1-FBF4-456B-B086-DA8A8925655F")]
28	28	[Item("Classification Problem", "A general classification problem.")]
29	29	public class ClassificationProblem : DataAnalysisProblem<IClassificationProblemData>, IClassificationProblem, IStorableContent {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblemData.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Problems.DataAnalysis {
32		[Storable~~Class~~("0DA4CA4A-104D-43C8-992C-8CE840445B47")]
	32	[StorableType("0DA4CA4A-104D-43C8-992C-8CE840445B47")]
33	33	[Item("ClassificationProblemData", "Represents an item containing all data defining a classification problem.")]
34	34	public class ClassificationProblemData : DataAnalysisProblemData, IClassificationProblemData, IStorableContent {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolution.cs

r13368	r14711
29	29	/// Represents a classification data analysis solution
30	30	/// </summary>
31		[Storable~~Class~~("B356DDF2-B07F-4211-AE74-0E7E47ABF154")]
	31	[StorableType("B356DDF2-B07F-4211-AE74-0E7E47ABF154")]
32	32	public class ClassificationSolution : ClassificationSolutionBase {
33	33	protected readonly Dictionary<int, double> evaluationCache;

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolutionBase.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Problems.DataAnalysis {
31		[Storable~~Class~~("08BFB1A2-9E88-473E-B995-4E8B0252B92C")]
	31	[StorableType("08BFB1A2-9E88-473E-B995-4E8B0252B92C")]
32	32	public abstract class ClassificationSolutionBase : DataAnalysisSolution, IClassificationSolution {
33	33	private const string TrainingAccuracyResultName = "Accuracy (training)";

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ConstantClassificationSolution.cs

r13368	r14711
25	25
26	26	namespace HeuristicLab.Problems.DataAnalysis {
27		[Storable~~Class~~("49C6F7C5-BBD9-4CFB-9EFA-A17E13A63E38")]
	27	[StorableType("49C6F7C5-BBD9-4CFB-9EFA-A17E13A63E38")]
28	28	[Item(Name = "Constant Classification Solution", Description = "Represents a constant classification solution (model + data).")]
29	29	public class ConstantClassificationSolution : ClassificationSolution {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationModel.cs

r13368	r14711
31	31	/// Represents discriminant function classification data analysis models.
32	32	/// </summary>
33		[Storable~~Class~~("4BF35837-8978-4620-A5F4-2F11473C5F75")]
	33	[StorableType("4BF35837-8978-4620-A5F4-2F11473C5F75")]
34	34	[Item("DiscriminantFunctionClassificationModel", "Represents a classification model that uses a discriminant function and classification thresholds.")]
35	35	public class DiscriminantFunctionClassificationModel : NamedItem, IDiscriminantFunctionClassificationModel {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolution.cs

r13368	r14711
30	30	/// Represents a classification solution that uses a discriminant function and classification thresholds.
31	31	/// </summary>
32		[Storable~~Class~~("D74CE509-DA7D-4176-B233-B725E418B6FB")]
	32	[StorableType("D74CE509-DA7D-4176-B233-B725E418B6FB")]
33	33	[Item("DiscriminantFunctionClassificationSolution", "Represents a classification solution that uses a discriminant function and classification thresholds.")]
34	34	public class DiscriminantFunctionClassificationSolution : DiscriminantFunctionClassificationSolutionBase {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolutionBase.cs

r13368	r14711
33	33	/// Represents a classification solution that uses a discriminant function and classification thresholds.
34	34	/// </summary>
35		[Storable~~Class~~("ADF1D4B2-53A2-45D4-82AA-0A4063440E5C")]
	35	[StorableType("ADF1D4B2-53A2-45D4-82AA-0A4063440E5C")]
36	36	[Item("DiscriminantFunctionClassificationSolution", "Represents a classification solution that uses a discriminant function and classification thresholds.")]
37	37	public abstract class DiscriminantFunctionClassificationSolutionBase : ClassificationSolutionBase, IDiscriminantFunctionClassificationSolution {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/AccuracyMaximizationThresholdCalculator.cs

r13368	r14711
31	31	/// Represents a threshold calculator that maximizes the weighted accuracy of the classifcation model.
32	32	/// </summary>
33		[Storable~~Class~~("6A2B2F19-4D93-4EA1-B9BB-86013A49A0D2")]
	33	[StorableType("6A2B2F19-4D93-4EA1-B9BB-86013A49A0D2")]
34	34	[Item("AccuracyMaximizationThresholdCalculator", "Represents a threshold calculator that maximizes the weighted accuracy of the classifcation model.")]
35	35	public class AccuracyMaximizationThresholdCalculator : ThresholdCalculator {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/NormalDistributionCutPointsThresholdCalculator.cs

r13368	r14711
31	31	/// Represents a threshold calculator that calculates thresholds as the cutting points between the estimated class distributions (assuming normally distributed class values).
32	32	/// </summary>
33		[Storable~~Class~~("64F90A49-6209-4FA1-BD33-14A09FF81B6E")]
	33	[StorableType("64F90A49-6209-4FA1-BD33-14A09FF81B6E")]
34	34	[Item("NormalDistributionCutPointsThresholdCalculator", "Represents a threshold calculator that calculates thresholds as the cutting points between the estimated class distributions (assuming normally distributed class values).")]
35	35	public class NormalDistributionCutPointsThresholdCalculator : ThresholdCalculator {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/ThresholdCalculator.cs

r13368	r14711
29	29	/// Base class for threshold calculators for discriminant function classification models.
30	30	/// </summary>
31		[Storable~~Class~~("69F2CB18-BFA0-405A-963F-C97238040C6A")]
	31	[StorableType("69F2CB18-BFA0-405A-963F-C97238040C6A")]
32	32	public abstract class ThresholdCalculator : NamedItem, IDiscriminantFunctionThresholdCalculator {
33	33

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblem.cs

r13368	r14711
25	25
26	26	namespace HeuristicLab.Problems.DataAnalysis {
27		[Storable~~Class~~("83DF4872-DD64-4D18-A162-0E720F4D4628")]
	27	[StorableType("83DF4872-DD64-4D18-A162-0E720F4D4628")]
28	28	[Item("Clustering Problem", "A general clustering problem.")]
29	29	public class ClusteringProblem : DataAnalysisProblem<IClusteringProblemData>, IClusteringProblem {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblemData.cs

r13368	r14711
27	27
28	28	namespace HeuristicLab.Problems.DataAnalysis {
29		[Storable~~Class~~("9DE03D68-BF5D-475F-B201-507A2D6B7AC0")]
	29	[StorableType("9DE03D68-BF5D-475F-B201-507A2D6B7AC0")]
30	30	[Item("ClusteringProblemData", "Represents an item containing all data defining a clustering problem.")]
31	31	public sealed class ClusteringProblemData : DataAnalysisProblemData, IClusteringProblemData, IStorableContent {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringSolution.cs

r13368	r14711
29	29	/// Represents a clustering data analysis solution
30	30	/// </summary>
31		[Storable~~Class~~("D28D4444-44A9-44D8-9C7B-F82B41CF3767")]
	31	[StorableType("D28D4444-44A9-44D8-9C7B-F82B41CF3767")]
32	32	public class ClusteringSolution : DataAnalysisSolution, IClusteringSolution {
33	33

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/ConstantModel.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Problems.DataAnalysis {
31		[Storable~~Class~~("529C52FD-3D61-434D-BDD6-CCB92AA7BF5B")]
	31	[StorableType("529C52FD-3D61-434D-BDD6-CCB92AA7BF5B")]
32	32	[Item("Constant Model", "A model that always returns the same constant value regardless of the presented input data.")]
33	33	public class ConstantModel : NamedItem, IRegressionModel, IClassificationModel, ITimeSeriesPrognosisModel, IStringConvertibleValue {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblem.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Problems.DataAnalysis {
31		[Storable~~Class~~("504B5C51-C162-41DC-84C0-7F45D23C7565")]
	31	[StorableType("504B5C51-C162-41DC-84C0-7F45D23C7565")]
32	32	public abstract class DataAnalysisProblem<T> : Problem, IDataAnalysisProblem<T>,
33	33	IProblemInstanceConsumer<T>, IProblemInstanceExporter<T>

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs

r13368	r14711
32	32
33	33	namespace HeuristicLab.Problems.DataAnalysis {
34		[Storable~~Class~~("AA614526-0A8F-4E2E-B143-E79929B44FD6")]
	34	[StorableType("AA614526-0A8F-4E2E-B143-E79929B44FD6")]
35	35	public abstract class DataAnalysisProblemData : ParameterizedNamedItem, IDataAnalysisProblemData {
36	36	protected const string DatasetParameterName = "Dataset";

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisSolution.cs

r13368	r14711
31	31	/// Abstract base class for data analysis solutions
32	32	/// </summary>
33		[Storable~~Class~~("170A6832-42C1-4CD9-AE22-6EC069AD92EA")]
	33	[StorableType("170A6832-42C1-4CD9-AE22-6EC069AD92EA")]
34	34	public abstract class DataAnalysisSolution : ResultCollection, IDataAnalysisSolution {
35	35	private const string ModelResultName = "Model";

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ConstantRegressionModel.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Problems.DataAnalysis {
31		[Storable~~Class~~("5DF5FA54-5252-4502-B576-FE891434CA81")]
	31	[StorableType("5DF5FA54-5252-4502-B576-FE891434CA81")]
32	32	[Item("Constant Regression Model", "A model that always returns the same constant value regardless of the presented input data.")]
33	33	[Obsolete]

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ConstantRegressionSolution.cs

r13368	r14711
25	25
26	26	namespace HeuristicLab.Problems.DataAnalysis {
27		[Storable~~Class~~("A9B29DFE-FE9E-4EED-BAD9-A406154D9A3E")]
	27	[StorableType("A9B29DFE-FE9E-4EED-BAD9-A406154D9A3E")]
28	28	[Item(Name = "Constant Regression Solution", Description = "Represents a constant regression solution (model + data).")]
29	29	public class ConstantRegressionSolution : RegressionSolution {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleModel.cs

r13368	r14711
30	30	/// Represents regression solutions that contain an ensemble of multiple regression models
31	31	/// </summary>
32		[Storable~~Class~~("84E1F7DC-EA44-47BA-957A-ECB4174B27CF")]
	32	[StorableType("84E1F7DC-EA44-47BA-957A-ECB4174B27CF")]
33	33	[Item("RegressionEnsembleModel", "A regression model that contains an ensemble of multiple regression models")]
34	34	public class RegressionEnsembleModel : NamedItem, IRegressionEnsembleModel {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleProblemData.cs

r13368	r14711
28	28
29	29	namespace HeuristicLab.Problems.DataAnalysis {
30		[Storable~~Class~~("888AB250-DAB2-488A-B0E8-18E603EDE0C0")]
	30	[StorableType("888AB250-DAB2-488A-B0E8-18E603EDE0C0")]
31	31	[Item("RegressionEnsembleProblemData", "Represents an item containing all data defining a regression problem.")]
32	32	public sealed class RegressionEnsembleProblemData : RegressionProblemData {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleSolution.cs

r13368	r14711
33	33	/// Represents regression solutions that contain an ensemble of multiple regression models
34	34	/// </summary>
35		[Storable~~Class~~("C04A947D-7FA8-47B9-A045-A72A5268B7E6")]
	35	[StorableType("C04A947D-7FA8-47B9-A045-A72A5268B7E6")]
36	36	[Item("Regression Ensemble Solution", "A regression solution that contains an ensemble of multiple regression models")]
37	37	[Creatable(CreatableAttribute.Categories.DataAnalysisEnsembles, Priority = 100)]

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblem.cs

r13368	r14711
25	25
26	26	namespace HeuristicLab.Problems.DataAnalysis {
27		[Storable~~Class~~("6E82104C-1B66-4783-BE61-2391CAA0B531")]
	27	[StorableType("6E82104C-1B66-4783-BE61-2391CAA0B531")]
28	28	[Item("Regression Problem", "A general regression problem.")]
29	29	public class RegressionProblem : DataAnalysisProblem<IRegressionProblemData>, IRegressionProblem, IStorableContent {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblemData.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Problems.DataAnalysis {
32		[Storable~~Class~~("A81C5088-A01B-44F2-AE12-733F38BA10C7")]
	32	[StorableType("A81C5088-A01B-44F2-AE12-733F38BA10C7")]
33	33	[Item("RegressionProblemData", "Represents an item containing all data defining a regression problem.")]
34	34	public class RegressionProblemData : DataAnalysisProblemData, IRegressionProblemData, IStorableContent {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolution.cs

r13368	r14711
29	29	/// Represents a regression data analysis solution
30	30	/// </summary>
31		[Storable~~Class~~("24750E76-6B72-4389-8847-AD234FFFDF22")]
	31	[StorableType("24750E76-6B72-4389-8847-AD234FFFDF22")]
32	32	public class RegressionSolution : RegressionSolutionBase {
33	33	protected readonly Dictionary<int, double> evaluationCache;

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolutionBase.cs

r13368	r14711
28	28
29	29	namespace HeuristicLab.Problems.DataAnalysis {
30		[Storable~~Class~~("DB55A1CE-5213-4C10-9ED6-56523523303E")]
	30	[StorableType("DB55A1CE-5213-4C10-9ED6-56523523303E")]
31	31	public abstract class RegressionSolutionBase : DataAnalysisSolution, IRegressionSolution {
32	32	protected const string TrainingMeanSquaredErrorResultName = "Mean squared error (training)";

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/Models/ConstantTimeSeriesPrognosisModel.cs

r13368	r14711
28	28
29	29	namespace HeuristicLab.Problems.DataAnalysis {
30		[Storable~~Class~~("07695084-D7E6-4487-9FDF-C567C458AD35")]
	30	[StorableType("07695084-D7E6-4487-9FDF-C567C458AD35")]
31	31	[Item("Constant TimeSeries Model", "A time series model that returns for all prediciton the same constant value.")]
32	32	[Obsolete]

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/Models/TimeSeriesPrognosisAutoRegressiveModel.cs

r13368	r14711
28	28
29	29	namespace HeuristicLab.Problems.DataAnalysis {
30		[Storable~~Class~~("2FDD28A6-8FF5-4ECE-9145-9D23C6E8A0E1")]
	30	[StorableType("2FDD28A6-8FF5-4ECE-9145-9D23C6E8A0E1")]
31	31	[Item("Autoregressive TimeSeries Model", "A linear autoregressive time series model used to predict future values.")]
32	32	public class TimeSeriesPrognosisAutoRegressiveModel : NamedItem, ITimeSeriesPrognosisModel {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblem.cs

r13368	r14711
25	25
26	26	namespace HeuristicLab.Problems.DataAnalysis {
27		[Storable~~Class~~("B028DB4F-ED00-4EAF-8F64-16398E788D7D")]
	27	[StorableType("B028DB4F-ED00-4EAF-8F64-16398E788D7D")]
28	28	[Item("Time-series Prognosis Problem", "A general time-series prognosis problem.")]
29	29	public class TimeSeriesPrognosisProblem : DataAnalysisProblem<ITimeSeriesPrognosisProblemData>, ITimeSeriesPrognosisProblem {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblemData.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Problems.DataAnalysis {
32		[Storable~~Class~~("35FCCE5F-B1E4-48D2-8567-BCCBE42A90D0")]
	32	[StorableType("35FCCE5F-B1E4-48D2-8567-BCCBE42A90D0")]
33	33	[Item("TimeSeriesPrognosisProblemData", "Represents an item containing all data defining a time series prognosis problem.")]
34	34	public class TimeSeriesPrognosisProblemData : RegressionProblemData, ITimeSeriesPrognosisProblemData {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisResults.cs

r13368	r14711
30	30
31	31	namespace HeuristicLab.Problems.DataAnalysis {
32		[Storable~~Class~~("B34891AD-2C36-40AE-93B2-59DAE616DDEE")]
	32	[StorableType("B34891AD-2C36-40AE-93B2-59DAE616DDEE")]
33	33	[Item("Prognosis Results", "Represents a collection of time series prognosis results.")]
34	34	public class TimeSeriesPrognosisResults : ResultCollection {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisSolution.cs

r13368	r14711
28	28	/// Represents a time series prognosis data analysis solution
29	29	/// </summary>
30		[Storable~~Class~~("C8E2A589-8DFD-4253-A5A3-7CA2B51FBF50")]
	30	[StorableType("C8E2A589-8DFD-4253-A5A3-7CA2B51FBF50")]
31	31	public class TimeSeriesPrognosisSolution : TimeSeriesPrognosisSolutionBase {
32	32	[StorableConstructor]

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisSolutionBase.cs

r13368	r14711
28	28
29	29	namespace HeuristicLab.Problems.DataAnalysis {
30		[Storable~~Class~~("AE448E78-5BD4-4DC5-8D4C-438A6AB13968")]
	30	[StorableType("AE448E78-5BD4-4DC5-8D4C-438A6AB13968")]
31	31	public abstract class TimeSeriesPrognosisSolutionBase : RegressionSolutionBase, ITimeSeriesPrognosisSolution {
32	32	#region result names

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/CopyColumnTransformation.cs

r13368	r14711
29	29
30	30	namespace HeuristicLab.Problems.DataAnalysis {
31		[Storable~~Class~~("33523EF7-0312-40D6-B54E-D1C92B50F522")]
	31	[StorableType("33523EF7-0312-40D6-B54E-D1C92B50F522")]
32	32	[Item("CopyColumnTransformation", "Represents a transformation which represents a copied Column.")]
33	33	public class CopyColumnTransformation : Transformation {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/ExponentialTransformation.cs

r13368	r14711
9	9
10	10	namespace HeuristicLab.Problems.DataAnalysis {
11		[Storable~~Class~~("C57F9221-15A5-44E8-8E04-5F06205C4564")]
	11	[StorableType("C57F9221-15A5-44E8-8E04-5F06205C4564")]
12	12	[Item("Exponential Transformation", "f(x) = b ^ x \| Represents a exponential transformation.")]
13	13	public class ExponentialTransformation : Transformation<double> {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/LinearTransformation.cs

r13368	r14711
31	31
32	32	namespace HeuristicLab.Problems.DataAnalysis {
33		[Storable~~Class~~("67C4EA60-8AB0-408E-B27E-0BD8326FC7E7")]
	33	[StorableType("67C4EA60-8AB0-408E-B27E-0BD8326FC7E7")]
34	34	[Item("Linear Transformation", "f(x) = k * x + d \| Represents a linear transformation with multiplication and addition.")]
35	35	public class LinearTransformation : Transformation<double> {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/LogarithmicTransformation.cs

r13368	r14711
9	9
10	10	namespace HeuristicLab.Problems.DataAnalysis {
11		[Storable~~Class~~("5FB34240-BA4F-4632-BE2C-F93B133530BA")]
	11	[StorableType("5FB34240-BA4F-4632-BE2C-F93B133530BA")]
12	12	[Item("Logarithmic Transformation", "f(x) = log(x, b) \| Represents a logarithmic transformation.")]
13	13	public class LogarithmicTransformation : Transformation<double> {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/PowerTransformation.cs

r13368	r14711
9	9
10	10	namespace HeuristicLab.Problems.DataAnalysis {
11		[Storable~~Class~~("3752B0C3-B7DB-4AA8-93D4-5490218B5ECB")]
	11	[StorableType("3752B0C3-B7DB-4AA8-93D4-5490218B5ECB")]
12	12	[Item("Power Transformation", "f(x) = x ^ exp \| Represents a power transformation.")]
13	13	public class PowerTransformation : Transformation<double> {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/ReciprocalTransformation.cs

r13368	r14711
7	7	using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
8	8	namespace HeuristicLab.Problems.DataAnalysis {
9		[Storable~~Class~~("01A9DA53-807E-4326-9B99-23C3C82DE1A6")]
	9	[StorableType("01A9DA53-807E-4326-9B99-23C3C82DE1A6")]
10	10	[Item("Reciprocal Transformation", "f(x) = 1 / x \| Represents a reciprocal transformation.")]
11	11	public class ReciprocalTransformation : Transformation<double> {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/ShiftStandardDistributionTransformation.cs

r13368	r14711
8	8
9	9	namespace HeuristicLab.Problems.DataAnalysis {
10		[Storable~~Class~~("D257BD5F-CC14-490B-9A89-C6CC2434B83F")]
	10	[StorableType("D257BD5F-CC14-490B-9A89-C6CC2434B83F")]
11	11	[Item("Shift Standard Distribution Transformation", "f(x) = ((x - m_org) / s_org ) * s_tar + m_tar \| Represents Transformation to unit standard deviation and additional linear transformation to a target Mean and Standard deviation")]
12	12	public class ShiftStandardDistributionTransformation : Transformation<double> {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/ShiftToRangeTransformation.cs

r13368	r14711
8	8
9	9	namespace HeuristicLab.Problems.DataAnalysis {
10		[Storable~~Class~~("CBD2F4E0-5535-43EA-B9ED-49B9BDE957BA")]
	10	[StorableType("CBD2F4E0-5535-43EA-B9ED-49B9BDE957BA")]
11	11	[Item("Shift to Range Transformation", "f(x) = k * x + d, start <= f(x) <= end \| Represents a linear Transformation using Parameters defining a target range")]
12	12	public class ShiftToRangeTransformation : LinearTransformation {

branches/PersistenceOverhaul/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/Transformation.cs

r13368	r14711
57	57
58	58	[Item("Transformation", "Represents the base class for a transformation.")]
59		[Storable~~Class~~("C45D37D2-435E-4579-95BC-FD2873FB6FD1")]
	59	[StorableType("C45D37D2-435E-4579-95BC-FD2873FB6FD1")]
60	60	public abstract class Transformation<T> : Transformation, ITransformation<T> {
61	61

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