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[mldemos:mldemos.git] / _AlgorithmsPlugins / KernelMethods / paramsSVM.ui
1 <?xml version="1.0" encoding="UTF-8"?>
2 <ui version="4.0">
3  <class>Parameters</class>
4  <widget class="QWidget" name="Parameters">
5   <property name="geometry">
6    <rect>
7     <x>0</x>
8     <y>0</y>
9     <width>310</width>
10     <height>144</height>
11    </rect>
12   </property>
13   <property name="windowTitle">
14    <string>Form</string>
15   </property>
16   <widget class="QLabel" name="labelWidth">
17    <property name="geometry">
18     <rect>
19      <x>130</x>
20      <y>10</y>
21      <width>50</width>
22      <height>16</height>
23     </rect>
24    </property>
25    <property name="font">
26     <font>
27      <pointsize>10</pointsize>
28     </font>
29    </property>
30    <property name="text">
31     <string>Width</string>
32    </property>
33   </widget>
34   <widget class="QSpinBox" name="kernelDegSpin">
35    <property name="geometry">
36     <rect>
37      <x>220</x>
38      <y>30</y>
39      <width>61</width>
40      <height>22</height>
41     </rect>
42    </property>
43    <property name="font">
44     <font>
45      <pointsize>10</pointsize>
46     </font>
47    </property>
48    <property name="toolTip">
49     <string>Degree of the kernel polynomial
50 (Polynomial only)</string>
51    </property>
52    <property name="minimum">
53     <number>1</number>
54    </property>
55    <property name="value">
56     <number>2</number>
57    </property>
58   </widget>
59   <widget class="QLabel" name="labelMaxSV">
60    <property name="geometry">
61     <rect>
62      <x>230</x>
63      <y>70</y>
64      <width>50</width>
65      <height>16</height>
66     </rect>
67    </property>
68    <property name="font">
69     <font>
70      <pointsize>10</pointsize>
71     </font>
72    </property>
73    <property name="text">
74     <string>max SV</string>
75    </property>
76   </widget>
77   <widget class="QLabel" name="label_2">
78    <property name="geometry">
79     <rect>
80      <x>20</x>
81      <y>10</y>
82      <width>91</width>
83      <height>16</height>
84     </rect>
85    </property>
86    <property name="font">
87     <font>
88      <pointsize>10</pointsize>
89     </font>
90    </property>
91    <property name="text">
92     <string>Kernel</string>
93    </property>
94   </widget>
95   <widget class="QLabel" name="svmTypeLabel">
96    <property name="geometry">
97     <rect>
98      <x>150</x>
99      <y>70</y>
100      <width>51</width>
101      <height>16</height>
102     </rect>
103    </property>
104    <property name="font">
105     <font>
106      <pointsize>10</pointsize>
107     </font>
108    </property>
109    <property name="text">
110     <string>C</string>
111    </property>
112   </widget>
113   <widget class="QComboBox" name="svmTypeCombo">
114    <property name="geometry">
115     <rect>
116      <x>50</x>
117      <y>90</y>
118      <width>71</width>
119      <height>22</height>
120     </rect>
121    </property>
122    <property name="font">
123     <font>
124      <pointsize>10</pointsize>
125     </font>
126    </property>
127    <property name="toolTip">
128     <string>Type of SVM training:
129 C-SVM (or eps-SVM): C cost based SVM, trained via SMO
130 Nu-SVM: Nu based SVM, trained via SMO
131 RVM: Relevant Vector Machine
132 Pegasos: Online trainer for SVM</string>
133    </property>
134    <item>
135     <property name="text">
136      <string>C-SVM</string>
137     </property>
138    </item>
139    <item>
140     <property name="text">
141      <string>nu-SVM</string>
142     </property>
143    </item>
144    <item>
145     <property name="text">
146      <string>Pegasos</string>
147     </property>
148    </item>
149   </widget>
150   <widget class="QLabel" name="label_4">
151    <property name="geometry">
152     <rect>
153      <x>50</x>
154      <y>70</y>
155      <width>61</width>
156      <height>16</height>
157     </rect>
158    </property>
159    <property name="font">
160     <font>
161      <pointsize>10</pointsize>
162     </font>
163    </property>
164    <property name="text">
165     <string>Type</string>
166    </property>
167   </widget>
168   <widget class="QDoubleSpinBox" name="kernelWidthSpin">
169    <property name="geometry">
170     <rect>
171      <x>130</x>
172      <y>30</y>
173      <width>71</width>
174      <height>22</height>
175     </rect>
176    </property>
177    <property name="font">
178     <font>
179      <pointsize>10</pointsize>
180     </font>
181    </property>
182    <property name="toolTip">
183     <string>Width of the kernel (gamma)
184 RBF and Polynomial only</string>
185    </property>
186    <property name="decimals">
187     <number>3</number>
188    </property>
189    <property name="minimum">
190     <double>0.001000000000000</double>
191    </property>
192    <property name="maximum">
193     <double>9999.000000000000000</double>
194    </property>
195    <property name="singleStep">
196     <double>0.010000000000000</double>
197    </property>
198    <property name="value">
199     <double>0.100000000000000</double>
200    </property>
201   </widget>
202   <widget class="QLabel" name="labelDegree">
203    <property name="geometry">
204     <rect>
205      <x>220</x>
206      <y>10</y>
207      <width>50</width>
208      <height>16</height>
209     </rect>
210    </property>
211    <property name="font">
212     <font>
213      <pointsize>10</pointsize>
214     </font>
215    </property>
216    <property name="text">
217     <string>Degree</string>
218    </property>
219   </widget>
220   <widget class="QSpinBox" name="maxSVSpin">
221    <property name="enabled">
222     <bool>true</bool>
223    </property>
224    <property name="geometry">
225     <rect>
226      <x>230</x>
227      <y>90</y>
228      <width>41</width>
229      <height>22</height>
230     </rect>
231    </property>
232    <property name="font">
233     <font>
234      <pointsize>10</pointsize>
235     </font>
236    </property>
237    <property name="toolTip">
238     <string>Maximal number of support vectors
239 (Pegasos only)</string>
240    </property>
241    <property name="minimum">
242     <number>2</number>
243    </property>
244    <property name="maximum">
245     <number>999</number>
246    </property>
247    <property name="value">
248     <number>2</number>
249    </property>
250   </widget>
251   <widget class="QComboBox" name="kernelTypeCombo">
252    <property name="geometry">
253     <rect>
254      <x>20</x>
255      <y>30</y>
256      <width>91</width>
257      <height>22</height>
258     </rect>
259    </property>
260    <property name="font">
261     <font>
262      <pointsize>10</pointsize>
263     </font>
264    </property>
265    <property name="toolTip">
266     <string>kernel function</string>
267    </property>
268    <property name="currentIndex">
269     <number>2</number>
270    </property>
271    <item>
272     <property name="text">
273      <string>Linear</string>
274     </property>
275    </item>
276    <item>
277     <property name="text">
278      <string>Polynomial</string>
279     </property>
280    </item>
281    <item>
282     <property name="text">
283      <string>RBF</string>
284     </property>
285    </item>
286    <item>
287     <property name="text">
288      <string>Sigmoid</string>
289     </property>
290    </item>
291   </widget>
292   <widget class="QDoubleSpinBox" name="svmCSpin">
293    <property name="geometry">
294     <rect>
295      <x>140</x>
296      <y>90</y>
297      <width>71</width>
298      <height>22</height>
299     </rect>
300    </property>
301    <property name="font">
302     <font>
303      <pointsize>10</pointsize>
304     </font>
305    </property>
306    <property name="toolTip">
307     <string>Training Parameter
308 C-SVM: C cost function, (alpha_i &lt;= C)
309 Nu-SVM: nu, ratio on the amount of alphas that can be selected
310 RVM: eps, stopping criterion (the smaller, the more accurate)
311 Pegasos: lambda, accuracy-generalization tradeoff parameter </string>
312    </property>
313    <property name="decimals">
314     <number>3</number>
315    </property>
316    <property name="minimum">
317     <double>0.001000000000000</double>
318    </property>
319    <property name="maximum">
320     <double>999.990000000000009</double>
321    </property>
322    <property name="singleStep">
323     <double>0.010000000000000</double>
324    </property>
325    <property name="value">
326     <double>1.000000000000000</double>
327    </property>
328   </widget>
329   <widget class="QCheckBox" name="optimizeCheck">
330    <property name="geometry">
331     <rect>
332      <x>50</x>
333      <y>120</y>
334      <width>110</width>
335      <height>20</height>
336     </rect>
337    </property>
338    <property name="font">
339     <font>
340      <pointsize>9</pointsize>
341     </font>
342    </property>
343    <property name="text">
344     <string>Optimize Kernel</string>
345    </property>
346   </widget>
347   <widget class="QPushButton" name="kernelButton">
348    <property name="geometry">
349     <rect>
350      <x>160</x>
351      <y>120</y>
352      <width>70</width>
353      <height>20</height>
354     </rect>
355    </property>
356    <property name="font">
357     <font>
358      <pointsize>9</pointsize>
359     </font>
360    </property>
361    <property name="text">
362     <string>Kernel Widths</string>
363    </property>
364   </widget>
365  </widget>
366  <resources/>
367  <connections/>
368 </ui>