-
Notifications
You must be signed in to change notification settings - Fork 0
/
MainForm.cs
228 lines (195 loc) · 7.21 KB
/
MainForm.cs
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
using SWD.Dialogs;
using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Data;
using System.Drawing;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.Windows.Forms;
namespace SWD
{
public partial class MainForm : Form
{
public MainForm()
{
InitializeComponent();
}
private void RefreshTable()
{
dataGridView1.DataSource = Operator.Dt;
dataGridView1.Refresh();
}
private void zamianaDanychTekstowychNaNumeryczneToolStripMenuItem_Click(object sender, EventArgs e)
{
ChangeToNumber form = new ChangeToNumber();
if (form.ShowDialog() == DialogResult.OK)
{
Operator.ChangeToNumber(form.ColumnName);
RefreshTable();
}
}
private void normalizacjaZmiennychRzeczywistychToolStripMenuItem_Click(object sender, EventArgs e)
{
NormalizeData form = new NormalizeData();
if (form.ShowDialog() == DialogResult.OK)
{
if (form.AllColumnsAndChange)
{
foreach(var col in Operator.GetRealColumns())
{
if(Operator.GetColumnsWithoutLast().Any(i=>i == col))
{
Operator.NormalizeData(col, true);
}
}
}
else
{
Operator.NormalizeData(form.ColumnName);
}
RefreshTable();
}
}
private void wykres3DToolStripMenuItem_Click(object sender, EventArgs e)
{
Chart3D form = new Chart3D();
form.Show();
}
private void najmniejszychToolStripMenuItem_Click(object sender, EventArgs e)
{
SelectSpecificsData form = new SelectSpecificsData();
if (form.ShowDialog() == DialogResult.OK)
{
Operator.SelectSpecificsData(dataGridView1, form.ColumnName, form.Percent);
RefreshTable();
}
}
private void największychToolStripMenuItem_Click(object sender, EventArgs e)
{
SelectSpecificsData form = new SelectSpecificsData();
if (form.ShowDialog() == DialogResult.OK)
{
Operator.SelectSpecificsData(dataGridView1, form.ColumnName, form.Percent, true);
RefreshTable();
}
}
private void dyskretyzacjaZmiennychRzeczywistychToolStripMenuItem_Click(object sender, EventArgs e)
{
DiscretizeData form = new DiscretizeData();
if (form.ShowDialog() == DialogResult.OK)
{
Operator.DiscretizeData(form.ColumnName, form.SectionNumber,form.AllColumns);
RefreshTable();
}
}
private void zmianaPrzedziałuWartościToolStripMenuItem_Click(object sender, EventArgs e)
{
ChangeRange form = new ChangeRange();
if (form.ShowDialog() == DialogResult.OK)
{
Operator.ChangeRange(form.ColumnName, form.FromRange, form.ToRange);
RefreshTable();
}
}
private void wykres2DToolStripMenuItem_Click(object sender, EventArgs e)
{
Chart2D form = new Chart2D();
form.Show();
}
private void zmienneRzeczywisteToolStripMenuItem_Click(object sender, EventArgs e)
{
RealHistogram form = new RealHistogram();
form.Show();
}
private void zmienneDyskretneToolStripMenuItem_Click(object sender, EventArgs e)
{
DiscretizeHistogram form = new DiscretizeHistogram();
form.Show();
}
private void klasyfikujToolStripMenuItem_Click(object sender, EventArgs e)
{
KNNClasifications clasifications = new KNNClasifications();
if(clasifications.ShowDialog() == DialogResult.OK)
{
Operator.KNNClasifications(dataGridView1.SelectedRows[0].Index, clasifications.K, clasifications.Metric);
RefreshTable();
}
}
private void withColumnNamesToolStripMenuItem_Click(object sender, EventArgs e)
{
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
Operator.LoadData(openFileDialog1.FileName);
RefreshTable();
}
}
private void withoutColumnNamesToolStripMenuItem_Click(object sender, EventArgs e)
{
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
Operator.LoadData(openFileDialog1.FileName,true);
RefreshTable();
}
}
private void ocenaWartościKlasyfikacjiToolStripMenuItem_Click(object sender, EventArgs e)
{
CompareKNN form = new CompareKNN();
form.Show();
}
private void grupujToolStripMenuItem_Click(object sender, EventArgs e)
{
KMean clasifications = new KMean();
if (clasifications.ShowDialog() == DialogResult.OK)
{
Operator.KMeanGroup(clasifications.Metric,clasifications.K);
RefreshTable();
}
}
private void dataGridView1_KeyUp(object sender, KeyEventArgs e)
{
if(e.KeyCode == Keys.Delete)
{
foreach(var cell in dataGridView1.SelectedCells.Cast<DataGridViewTextBoxCell>())
{
Operator.Dt.Columns.RemoveAt(cell.ColumnIndex);
}
RefreshTable();
}
}
private void macierzPomyłekToolStripMenuItem_Click(object sender, EventArgs e)
{
ConfusionMatrix form = new ConfusionMatrix();
form.Show();
}
private void znajdzOptymalneKlastryToolStripMenuItem_Click(object sender, EventArgs e)
{
KMeanOptimum form = new KMeanOptimum();
form.Show();
}
private void budujDrzewoToolStripMenuItem_Click(object sender, EventArgs e)
{
Cursor.Current = Cursors.WaitCursor;
Operator.BeginBulidTree();
Cursor.Current = Cursors.Default;
}
private void klasyfikujToolStripMenuItem1_Click(object sender, EventArgs e)
{
Operator.DecisionTreeClasify(dataGridView1.SelectedRows[0].Index);
RefreshTable();
}
private void jakośćLeaveoneoutToolStripMenuItem_Click(object sender, EventArgs e)
{
double quality = Operator.DecisionTreeQuality();
var result = MessageBox.Show("Jakość wynosi: " + quality, "Jakość Leave-one-out",
MessageBoxButtons.OK,
MessageBoxIcon.Information);
}
private void wektoryBinarneToolStripMenuItem_Click(object sender, EventArgs e)
{
WektoryBinarne wektory = new WektoryBinarne();
wektory.Show();
}
}
}