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Regression

Timestamp:

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

Author:

gkronber

Message:

#2520

Location:

Files:

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]

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 {

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 {

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 {

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)]

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 {

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 {

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;

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)";

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