| 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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| 4 | *
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| 5 | * This file is part of HeuristicLab.
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| 6 | *
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| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
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| 8 | * it under the terms of the GNU General Public License as published by
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| 9 | * the Free Software Foundation, either version 3 of the License, or
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| 10 | * (at your option) any later version.
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| 11 | *
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| 12 | * HeuristicLab is distributed in the hope that it will be useful,
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| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 15 | * GNU General Public License for more details.
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| 16 | *
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| 17 | * You should have received a copy of the GNU General Public License
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| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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| 19 | */
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| 20 | #endregion
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| 21 |
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| 22 | using System;
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| 23 | using System.Collections.Generic;
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| 24 | using System.Linq;
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| 25 | using System.Text;
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| 26 | using HeuristicLab.CEDMA.DB.Interfaces;
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| 27 | using System.Runtime.Serialization;
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| 28 |
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| 29 | namespace HeuristicLab.CEDMA.DB.Interfaces {
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| 30 | public static class Ontology {
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| 31 | public static string CedmaNameSpace {
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| 32 | get { return "http://www.heuristiclab.com/cedma/"; }
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| 33 | }
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| 34 |
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| 35 | #region model attribute types
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| 36 | /// <summary>
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| 37 | /// Attribute value is ordinal, values can be sorted.
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| 38 | /// Examples are quality measures or complexity measures.
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| 39 | /// </summary>
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| 40 | public static Entity TypeOrdinalAttribute {
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| 41 | get { return new Entity(CedmaNameSpace + "TypeOrdinalAttribute"); }
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| 42 | }
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| 43 | /// <summary>
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| 44 | /// Attribute value is categorical and thus can't be sorted.
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| 45 | /// Examples is target-variable.
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| 46 | /// </summary>
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| 47 | public static Entity TypeCategoricalAttribute {
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| 48 | get { return new Entity(CedmaNameSpace + "TypeCategoricalAttribute"); }
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| 49 | }
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| 50 | /// <summary>
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| 51 | /// Attribute is a quality measure
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| 52 | /// </summary>
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| 53 | public static Entity TypeQualityAttribute {
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| 54 | get { return new Entity(CedmaNameSpace + "TypeQualityAttribute"); }
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| 55 | }
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| 56 | /// <summary>
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| 57 | /// Attribute is a complexity measure
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| 58 | /// </summary>
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| 59 | public static Entity TypeComplexityAttribute {
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| 60 | get { return new Entity(CedmaNameSpace + "TypeComplexityAttribute"); }
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| 61 | }
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| 62 | #endregion
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| 63 |
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| 64 | #region meta-data predicates
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| 65 | public static Entity PredicateName {
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| 66 | get { return new Entity(CedmaNameSpace + "Name"); }
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| 67 | }
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| 68 | /// <summary>
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| 69 | /// Each entity can have a serialized XML representation that can be loaded in HL.
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| 70 | /// </summary>
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| 71 | public static Entity PredicateSerializedData {
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| 72 | get { return new Entity(CedmaNameSpace + "SerializedData"); }
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| 73 | }
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| 74 | /// <summary>
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| 75 | /// Link from data set to model.
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| 76 | /// A data set can have multiple models.
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| 77 | /// </summary>
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| 78 | public static Entity PredicateHasModel {
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| 79 | get { return new Entity(CedmaNameSpace + "Model"); }
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| 80 | }
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| 81 | /// <summary>
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| 82 | /// Link from model to algorithm.
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| 83 | /// An algorithm can generate multiple models, each model is generated by exactly one algorithm.
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| 84 | /// </summary>
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| 85 | public static Entity PredicateGeneratedBy {
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| 86 | get { return new Entity(CedmaNameSpace + "GeneratedBy"); }
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| 87 | }
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| 88 | #endregion
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| 89 |
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| 90 | #region types and type relations
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| 91 | public static Entity PredicateInstanceOf {
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| 92 | get { return new Entity(CedmaNameSpace + "InstanceOf"); }
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| 93 | }
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| 94 | public static Entity TypeGeneticProgrammingFunctionTree {
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| 95 | get { return new Entity(CedmaNameSpace + "FunctionTree"); }
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| 96 | }
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| 97 | public static Entity TypeDataSet {
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| 98 | get { return new Entity(CedmaNameSpace + "DataSet"); }
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| 99 | }
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| 100 | public static Entity TypeAlgorithm {
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| 101 | get { return new Entity(CedmaNameSpace + "Algorithm"); }
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| 102 | }
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| 103 | public static Entity TypeModel {
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| 104 | get { return new Entity(CedmaNameSpace + "Model"); }
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| 105 | }
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| 106 | #endregion
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| 107 |
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| 108 | #region default attributes
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| 109 | public static Entity TargetVariable {
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| 110 | get { return new Entity(CedmaNameSpace + "TargetVariable"); }
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| 111 | }
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| 112 | public static Entity AlgorithmName {
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| 113 | get { return new Entity(CedmaNameSpace + "AlgorithmName"); }
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| 114 | }
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| 115 | public static Entity TrainingMeanSquaredError {
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| 116 | get { return new Entity(CedmaNameSpace + "TrainingMeanSquaredError"); }
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| 117 | }
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| 118 | public static Entity ValidationMeanSquaredError {
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| 119 | get { return new Entity(CedmaNameSpace + "ValidationMeanSquaredError"); }
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| 120 | }
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| 121 | public static Entity TestMeanSquaredError {
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| 122 | get { return new Entity(CedmaNameSpace + "TestMeanSquaredError"); }
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| 123 | }
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| 124 | public static Entity TrainingMeanAbsolutePercentageError {
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| 125 | get { return new Entity(CedmaNameSpace + "TrainingMeanAbsolutePercentageError"); }
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| 126 | }
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| 127 | public static Entity ValidationMeanAbsolutePercentageError {
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| 128 | get { return new Entity(CedmaNameSpace + "ValidationMeanAbsolutePercentageError"); }
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| 129 | }
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| 130 | public static Entity TestMeanAbsolutePercentageError {
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| 131 | get { return new Entity(CedmaNameSpace + "TestMeanAbsolutePercentageError"); }
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| 132 | }
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| 133 | public static Entity TrainingMeanAbsolutePercentageOfRangeError {
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| 134 | get { return new Entity(CedmaNameSpace + "TrainingMeanAbsolutePercentageOfRangeError"); }
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| 135 | }
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| 136 | public static Entity ValidationMeanAbsolutePercentageOfRangeError {
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| 137 | get { return new Entity(CedmaNameSpace + "ValidationMeanAbsolutePercentageOfRangeError"); }
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| 138 | }
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| 139 | public static Entity TestMeanAbsolutePercentageOfRangeError {
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| 140 | get { return new Entity(CedmaNameSpace + "TestMeanAbsolutePercentageOfRangeError"); }
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| 141 | }
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| 142 | public static Entity TrainingCoefficientOfDetermination {
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| 143 | get { return new Entity(CedmaNameSpace + "TrainingCoefficientOfDetermination"); }
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| 144 | }
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| 145 | public static Entity ValidationCoefficientOfDetermination {
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| 146 | get { return new Entity(CedmaNameSpace + "ValidationCoefficientOfDetermination"); }
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| 147 | }
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| 148 | public static Entity TestCoefficientOfDetermination {
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| 149 | get { return new Entity(CedmaNameSpace + "TestCoefficientOfDetermination"); }
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| 150 | }
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| 151 | public static Entity TrainingAccuracy {
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| 152 | get { return new Entity(CedmaNameSpace + "TrainingAccuracy"); }
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| 153 | }
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| 154 | public static Entity ValidationAccuracy {
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| 155 | get { return new Entity(CedmaNameSpace + "ValidationAccuracy"); }
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| 156 | }
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| 157 | public static Entity TestAccuracy {
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| 158 | get { return new Entity(CedmaNameSpace + "TestAccuracy"); }
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| 159 | }
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| 160 | public static Entity TrainingTheilsInequalityCoefficient {
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| 161 | get { return new Entity(CedmaNameSpace + "TrainingTheilsInequalityCoefficient"); }
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| 162 | }
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| 163 | public static Entity ValidationTheilsInequalityCoefficient {
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| 164 | get { return new Entity(CedmaNameSpace + "ValidationTheilsInequalityCoefficient"); }
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| 165 | }
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| 166 | public static Entity TestTheilsInequalityCoefficient {
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| 167 | get { return new Entity(CedmaNameSpace + "TestTheilsInequalityCoefficient"); }
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| 168 | }
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| 169 | public static Entity TreeSize {
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| 170 | get { return new Entity(CedmaNameSpace + "TreeSize"); }
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| 171 | }
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| 172 | public static Entity TreeHeight {
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| 173 | get { return new Entity(CedmaNameSpace + "TreeHeight"); }
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| 174 | }
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| 175 | public static Entity EvaluatedSolutions {
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| 176 | get { return new Entity(CedmaNameSpace + "EvaluatedSolutions"); }
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| 177 | }
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| 178 | #endregion
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| 179 |
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| 180 | public static ICollection<Statement> InitialStatements {
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| 181 | get {
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| 182 | return new List<Statement> {
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| 183 | new Statement(TargetVariable, PredicateInstanceOf, TypeCategoricalAttribute),
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| 184 | new Statement(AlgorithmName, PredicateInstanceOf, TypeCategoricalAttribute),
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| 185 | new Statement(TrainingMeanSquaredError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 186 | new Statement(TrainingMeanSquaredError, PredicateInstanceOf, TypeQualityAttribute),
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| 187 | new Statement(ValidationMeanSquaredError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 188 | new Statement(ValidationMeanSquaredError, PredicateInstanceOf, TypeQualityAttribute),
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| 189 | new Statement(TestMeanSquaredError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 190 | new Statement(TestMeanSquaredError, PredicateInstanceOf, TypeQualityAttribute),
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| 191 | new Statement(TrainingMeanAbsolutePercentageError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 192 | new Statement(TrainingMeanAbsolutePercentageError, PredicateInstanceOf, TypeQualityAttribute),
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| 193 | new Statement(ValidationMeanAbsolutePercentageError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 194 | new Statement(ValidationMeanAbsolutePercentageError, PredicateInstanceOf, TypeQualityAttribute),
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| 195 | new Statement(TestMeanAbsolutePercentageError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 196 | new Statement(TestMeanAbsolutePercentageError, PredicateInstanceOf, TypeQualityAttribute),
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| 197 | new Statement(TrainingMeanAbsolutePercentageOfRangeError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 198 | new Statement(TrainingMeanAbsolutePercentageOfRangeError, PredicateInstanceOf, TypeQualityAttribute),
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| 199 | new Statement(ValidationMeanAbsolutePercentageOfRangeError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 200 | new Statement(ValidationMeanAbsolutePercentageOfRangeError, PredicateInstanceOf, TypeQualityAttribute),
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| 201 | new Statement(TestMeanAbsolutePercentageOfRangeError, PredicateInstanceOf, TypeOrdinalAttribute),
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| 202 | new Statement(TestMeanAbsolutePercentageOfRangeError, PredicateInstanceOf, TypeQualityAttribute),
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| 203 | new Statement(TrainingCoefficientOfDetermination, PredicateInstanceOf, TypeOrdinalAttribute),
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| 204 | new Statement(TrainingCoefficientOfDetermination, PredicateInstanceOf, TypeQualityAttribute),
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| 205 | new Statement(ValidationCoefficientOfDetermination, PredicateInstanceOf, TypeOrdinalAttribute),
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| 206 | new Statement(ValidationCoefficientOfDetermination, PredicateInstanceOf, TypeQualityAttribute),
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| 207 | new Statement(TestCoefficientOfDetermination, PredicateInstanceOf, TypeOrdinalAttribute),
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| 208 | new Statement(TestCoefficientOfDetermination, PredicateInstanceOf, TypeQualityAttribute),
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| 209 | new Statement(TrainingAccuracy, PredicateInstanceOf, TypeOrdinalAttribute),
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| 210 | new Statement(TrainingAccuracy, PredicateInstanceOf, TypeQualityAttribute),
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| 211 | new Statement(ValidationAccuracy, PredicateInstanceOf, TypeOrdinalAttribute),
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| 212 | new Statement(ValidationAccuracy, PredicateInstanceOf, TypeQualityAttribute),
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| 213 | new Statement(TestAccuracy, PredicateInstanceOf, TypeOrdinalAttribute),
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| 214 | new Statement(TestAccuracy, PredicateInstanceOf, TypeQualityAttribute),
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| 215 | new Statement(TrainingTheilsInequalityCoefficient, PredicateInstanceOf, TypeOrdinalAttribute),
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| 216 | new Statement(TrainingTheilsInequalityCoefficient, PredicateInstanceOf, TypeQualityAttribute),
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| 217 | new Statement(ValidationTheilsInequalityCoefficient, PredicateInstanceOf, TypeOrdinalAttribute),
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| 218 | new Statement(ValidationTheilsInequalityCoefficient, PredicateInstanceOf, TypeQualityAttribute),
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| 219 | new Statement(TestTheilsInequalityCoefficient, PredicateInstanceOf, TypeOrdinalAttribute),
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| 220 | new Statement(TestTheilsInequalityCoefficient, PredicateInstanceOf, TypeQualityAttribute),
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| 221 |
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| 222 | new Statement(TreeSize, PredicateInstanceOf, TypeOrdinalAttribute),
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| 223 | new Statement(TreeSize, PredicateInstanceOf, TypeComplexityAttribute),
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| 224 | new Statement(TreeHeight, PredicateInstanceOf, TypeOrdinalAttribute),
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| 225 | new Statement(TreeHeight, PredicateInstanceOf, TypeComplexityAttribute),
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| 226 | new Statement(EvaluatedSolutions, PredicateInstanceOf, TypeOrdinalAttribute)
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| 227 | };
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| 228 | }
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| 229 | }
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| 230 |
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| 231 |
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| 232 | /// <summary>
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| 233 | /// Wildcard entity for filtering.
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| 234 | /// </summary>
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| 235 | public static Entity AnyEntity {
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| 236 | get { return new Entity(null); }
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| 237 | }
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| 238 | }
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| 239 | }
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