[1806] | 1 | /*
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| 2 | * SVM.NET Library
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| 3 | * Copyright (C) 2008 Matthew Johnson
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| 4 | *
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| 5 | * This program is free software: you can redistribute it and/or modify
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| 6 | * it under the terms of the GNU General Public License as published by
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| 7 | * the Free Software Foundation, either version 3 of the License, or
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| 8 | * (at your option) any later version.
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| 9 | *
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| 10 | * This program is distributed in the hope that it will be useful,
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| 11 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 12 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 13 | * GNU General Public License for more details.
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| 14 | *
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| 15 | * You should have received a copy of the GNU General Public License
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| 16 | * along with this program. If not, see <http://www.gnu.org/licenses/>.
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| 17 | */
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| 18 |
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| 19 |
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| 20 | using System;
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| 21 |
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| 22 | namespace SVM
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| 23 | {
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| 24 | /// <remarks>
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| 25 | /// Encapsulates a node in a Problem vector, with an index and a value (for more efficient representation
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| 26 | /// of sparse data.
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| 27 | /// </remarks>
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| 28 | [Serializable]
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| 29 | public class Node : IComparable<Node>
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| 30 | {
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| 31 | private int _index;
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| 32 | private double _value;
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| 33 |
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| 34 | /// <summary>
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| 35 | /// Default Constructor.
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| 36 | /// </summary>
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| 37 | public Node()
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| 38 | {
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| 39 | }
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| 40 | /// <summary>
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| 41 | /// Constructor.
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| 42 | /// </summary>
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| 43 | /// <param name="index">The index of the value.</param>
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| 44 | /// <param name="value">The value to store.</param>
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| 45 | public Node(int index, double value)
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| 46 | {
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| 47 | _index = index;
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| 48 | _value = value;
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| 49 | }
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| 50 |
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| 51 | /// <summary>
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| 52 | /// Index of this Node.
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| 53 | /// </summary>
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| 54 | public int Index
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| 55 | {
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| 56 | get
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| 57 | {
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| 58 | return _index;
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| 59 | }
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| 60 | set
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| 61 | {
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| 62 | _index = value;
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| 63 | }
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| 64 | }
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| 65 | /// <summary>
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| 66 | /// Value at Index.
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| 67 | /// </summary>
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| 68 | public double Value
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| 69 | {
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| 70 | get
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| 71 | {
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| 72 | return _value;
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| 73 | }
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| 74 | set
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| 75 | {
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| 76 | _value = value;
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| 77 | }
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| 78 | }
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| 79 |
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| 80 | /// <summary>
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| 81 | /// String representation of this Node as {index}:{value}.
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| 82 | /// </summary>
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| 83 | /// <returns>{index}:{value}</returns>
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| 84 | public override string ToString()
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| 85 | {
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| 86 | return string.Format("{0}:{1}", _index, _value);
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| 87 | }
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| 88 |
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| 89 | #region IComparable<Node> Members
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| 90 |
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| 91 | /// <summary>
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| 92 | /// Compares this node with another.
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| 93 | /// </summary>
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| 94 | /// <param name="other">The node to compare to</param>
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| 95 | /// <returns>A positive number if this node is greater, a negative number if it is less than, or 0 if equal</returns>
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| 96 | public int CompareTo(Node other)
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| 97 | {
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| 98 | return _index.CompareTo(other._index);
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| 99 | }
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| 100 |
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| 101 | #endregion
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| 102 | }
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| 103 | } |
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