Changeset 17803 for stable/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression

Timestamp:

12/23/20 17:02:12 (4 years ago)

Author:

mkommend

Message:

#2971: Merged r17579, r17580, r17583, r17584, r17754 into stable.

Location:

stable

Files:

• . (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis/3.4 (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblemData.cs (modified) (7 diffs)

stable/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblemData.cs

@@ -1 @@
-#region License Information
+#region License Information
 /* HeuristicLab
  * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
@@ -23 +23 @@
 using System.Collections.Generic;
 using System.Linq;
+using HEAL.Attic;
 using HeuristicLab.Common;
 using HeuristicLab.Core;
 using HeuristicLab.Data;
 using HeuristicLab.Parameters;
-using HEAL.Attic;
 
 namespace HeuristicLab.Problems.DataAnalysis {
@@ -34 +34 @@
   public class RegressionProblemData : DataAnalysisProblemData, IRegressionProblemData, IStorableContent {
     protected const string TargetVariableParameterName = "TargetVariable";
+    protected const string VariableRangesParameterName = "VariableRanges";
+    protected const string IntervalConstraintsParameterName = "IntervalConstraints";
     public string Filename { get; set; }
 
@@ -91 +93 @@
       problemData.Parameters.Add(new FixedValueParameter<IntRange>(TestPartitionParameterName, "", (IntRange)new IntRange(0, 0).AsReadOnly()));
       problemData.Parameters.Add(new ConstrainedValueParameter<StringValue>(TargetVariableParameterName, new ItemSet<StringValue>()));
+      problemData.Parameters.Add(new FixedValueParameter<IntervalCollection>(VariableRangesParameterName, "", new IntervalCollection()));
       emptyProblemData = problemData;
     }
@@ -98 +101 @@
       get { return (IConstrainedValueParameter<StringValue>)Parameters[TargetVariableParameterName]; }
     }
+
+    public IFixedValueParameter<IntervalCollection> VariableRangesParameter => (IFixedValueParameter<IntervalCollection>)Parameters[VariableRangesParameterName];
+
+    public IntervalCollection VariableRanges {
+      get => VariableRangesParameter.Value;
+    }
+
+
     public string TargetVariable {
       get { return TargetVariableParameter.Value.Value; }
@@ -125 +136 @@
     [StorableHook(HookType.AfterDeserialization)]
     private void AfterDeserialization() {
+      if (!Parameters.ContainsKey(VariableRangesParameterName)) {
+        var intervalCollection = CalculateDatasetIntervals(this.Dataset);
+        Parameters.Add(new FixedValueParameter<IntervalCollection>(VariableRangesParameterName, intervalCollection));
+      }
       RegisterParameterEvents();
     }
@@ -152 +167 @@
       var variables = InputVariables.Select(x => x.AsReadOnly()).ToList();
       Parameters.Add(new ConstrainedValueParameter<StringValue>(TargetVariableParameterName, new ItemSet<StringValue>(variables), variables.Where(x => x.Value == targetVariable).First()));
+      var intervalCollection = CalculateDatasetIntervals(this.Dataset);
+      Parameters.Add(new FixedValueParameter<IntervalCollection>(VariableRangesParameterName, intervalCollection));
       RegisterParameterEvents();
+    }
+
+    private static IntervalCollection CalculateDatasetIntervals(IDataset dataset) {
+      IntervalCollection intervalCollection = new IntervalCollection();
+      foreach (var variable in dataset.DoubleVariables) {// intervals are only possible for double variables
+        var variableInterval = Interval.GetInterval(dataset.GetDoubleValues(variable));
+        intervalCollection.AddInterval(variable, variableInterval);
+      }
+
+      return intervalCollection;
     }