1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2019 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
4 | *
|
---|
5 | * This file is part of HeuristicLab.
|
---|
6 | *
|
---|
7 | * HeuristicLab is free software: you can redistribute it and/or modify
|
---|
8 | * it under the terms of the GNU General Public License as published by
|
---|
9 | * the Free Software Foundation, either version 3 of the License, or
|
---|
10 | * (at your option) any later version.
|
---|
11 | *
|
---|
12 | * HeuristicLab is distributed in the hope that it will be useful,
|
---|
13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
15 | * GNU General Public License for more details.
|
---|
16 | *
|
---|
17 | * You should have received a copy of the GNU General Public License
|
---|
18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
|
---|
19 | */
|
---|
20 | #endregion
|
---|
21 | using System;
|
---|
22 | using System.IO;
|
---|
23 | using System.Windows.Forms;
|
---|
24 | using HeuristicLab.MainForm;
|
---|
25 | using HeuristicLab.MainForm.WindowsForms;
|
---|
26 | using LibSVM;
|
---|
27 |
|
---|
28 | namespace HeuristicLab.Algorithms.DataAnalysis.Views {
|
---|
29 | [View("SVM Model")]
|
---|
30 | [Content(typeof(SupportVectorMachineModel), true)]
|
---|
31 | public partial class SupportVectorMachineModelView : AsynchronousContentView {
|
---|
32 |
|
---|
33 | public new SupportVectorMachineModel Content {
|
---|
34 | get { return (SupportVectorMachineModel)base.Content; }
|
---|
35 | set { base.Content = value; }
|
---|
36 | }
|
---|
37 |
|
---|
38 | public SupportVectorMachineModelView()
|
---|
39 | : base() {
|
---|
40 | InitializeComponent();
|
---|
41 | }
|
---|
42 |
|
---|
43 | protected override void OnContentChanged() {
|
---|
44 | base.OnContentChanged();
|
---|
45 | if (Content == null)
|
---|
46 | textBox.Text = string.Empty;
|
---|
47 | else
|
---|
48 | UpdateTextBox();
|
---|
49 | }
|
---|
50 |
|
---|
51 | protected override void RegisterContentEvents() {
|
---|
52 | base.RegisterContentEvents();
|
---|
53 | Content.Changed += new EventHandler(Content_Changed);
|
---|
54 | }
|
---|
55 | protected override void DeregisterContentEvents() {
|
---|
56 | base.DeregisterContentEvents();
|
---|
57 | Content.Changed -= new EventHandler(Content_Changed);
|
---|
58 | }
|
---|
59 | private void Content_Changed(object sender, EventArgs e) {
|
---|
60 | UpdateTextBox();
|
---|
61 | }
|
---|
62 |
|
---|
63 | private void UpdateTextBox() {
|
---|
64 | using (MemoryStream s = new MemoryStream()) {
|
---|
65 | StreamWriter writer = new StreamWriter(s);
|
---|
66 | writer.WriteLine("RangeTransform:");
|
---|
67 | writer.Flush();
|
---|
68 | using (MemoryStream memStream = new MemoryStream()) {
|
---|
69 | RangeTransform.Write(memStream, Content.RangeTransform);
|
---|
70 | memStream.Seek(0, SeekOrigin.Begin);
|
---|
71 | memStream.WriteTo(s);
|
---|
72 | }
|
---|
73 | writer.WriteLine("Model:");
|
---|
74 | writer.Flush();
|
---|
75 | using (MemoryStream memStream = new MemoryStream()) {
|
---|
76 | svm.svm_save_model(new StreamWriter(memStream), Content.Model);
|
---|
77 | memStream.Seek(0, SeekOrigin.Begin);
|
---|
78 | memStream.WriteTo(s);
|
---|
79 | }
|
---|
80 | s.Flush();
|
---|
81 | s.Seek(0, SeekOrigin.Begin);
|
---|
82 |
|
---|
83 | StreamReader reader = new StreamReader(s);
|
---|
84 | textBox.Text = reader.ReadToEnd();
|
---|
85 | }
|
---|
86 | }
|
---|
87 | }
|
---|
88 | }
|
---|