mirror of
https://github.com/dgirardeau/q3DMASC.git
synced 2026-08-29 08:34:48 +08:00
Paul Leroy
314 lines
11 KiB
XML
314 lines
11 KiB
XML
<?xml version="1.0" encoding="UTF-8"?>
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<ui version="4.0">
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<class>Train3DMASCDialog</class>
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<widget class="QDialog" name="Train3DMASCDialog">
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<property name="geometry">
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<rect>
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<x>0</x>
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<y>0</y>
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<width>834</width>
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<height>795</height>
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</rect>
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</property>
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<property name="windowTitle">
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<string>Dialog</string>
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</property>
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<layout class="QVBoxLayout" name="verticalLayout" stretch="0,0,0,1">
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<item>
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<widget class="QGroupBox" name="rtGroupBox">
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<property name="title">
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<string>Random Trees</string>
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</property>
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<layout class="QFormLayout" name="formLayout">
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<item row="0" column="0">
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<widget class="QLabel" name="label">
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<property name="toolTip">
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<string><html><head/><body><p>OpenCV parameter</p><p>The maximum possible depth of the tree. That is the training algorithms attempts to split a node while its depth is less than maxDepth. The root node has zero depth. The actual depth may be smaller if the other termination criteria are met, and/or if the tree is pruned.</p><p>[default 25]</p></body></html></string>
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</property>
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<property name="text">
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<string>max depth</string>
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</property>
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</widget>
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</item>
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<item row="0" column="1">
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<widget class="QSpinBox" name="maxDepthSpinBox">
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<property name="toolTip">
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<string><html><head/><body><p>The maximum possible depth of the tree.</p><p>That is the training algorithms attempts to split a node while its depth is less than maxDepth.</p><p>The root node has zero depth. The actual depth may be smaller if the other termination criteria are met and/or if the tree is pruned.</p></body></html></string>
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</property>
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<property name="minimum">
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<number>1</number>
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</property>
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<property name="value">
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<number>25</number>
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</property>
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</widget>
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</item>
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<item row="1" column="0">
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<widget class="QLabel" name="label_5">
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<property name="toolTip">
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<string><html><head/><body><p>OpenCV parameter</p><p>The number of trees in the forest!</p><p>[default 100]</p></body></html></string>
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</property>
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<property name="text">
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<string>max tree count</string>
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</property>
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</widget>
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</item>
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<item row="1" column="1">
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<widget class="QSpinBox" name="maxTreeCountSpinBox">
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<property name="toolTip">
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<string>The maximum number of iterations/elements</string>
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</property>
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<property name="minimum">
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<number>1</number>
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</property>
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<property name="maximum">
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<number>10000</number>
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</property>
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<property name="singleStep">
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<number>10</number>
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</property>
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<property name="value">
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<number>100</number>
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</property>
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</widget>
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</item>
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<item row="2" column="0">
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<widget class="QLabel" name="label_4">
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<property name="toolTip">
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<string><html><head/><body><p>OpenCV parameter</p><p>The size of the randomly selected subset of features at each tree node and that are used to find the best split(s). If you set it to 0 then the size will be set to the square root of the total number of features.</p><p>[default 0]</p></body></html></string>
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</property>
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<property name="text">
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<string>active var count</string>
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</property>
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</widget>
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</item>
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<item row="2" column="1">
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<widget class="QSpinBox" name="activeVarCountSpinBox">
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<property name="toolTip">
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<string><html><head/><body><p>The size of the randomly selected subset of features at each tree node and that are used to find the best split(s).</p><p>If you set it to 0 then the size will be set to the square root of the total number of features.</p><p>Default value is 0.</p></body></html></string>
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</property>
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</widget>
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</item>
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<item row="3" column="0">
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<widget class="QLabel" name="label_2">
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<property name="toolTip">
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<string><html><head/><body><p>OpenCV parameter</p><p>If the number of samples in a node is less than this parameter then the node will not be split.</p><p>[default 10]</p></body></html></string>
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</property>
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<property name="text">
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<string>min sample count</string>
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</property>
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</widget>
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</item>
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<item row="3" column="1">
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<widget class="QSpinBox" name="minSampleCountSpinBox">
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<property name="toolTip">
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<string>If the number of samples in a node is less than this parameter then the node will not be split</string>
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</property>
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<property name="minimum">
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<number>1</number>
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</property>
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<property name="value">
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<number>10</number>
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</property>
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</widget>
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</item>
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</layout>
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</widget>
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</item>
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<item>
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<widget class="QGroupBox" name="otherGroupBox">
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<property name="title">
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<string>Other parameters</string>
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</property>
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<layout class="QFormLayout" name="formLayout_2">
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<item row="0" column="0">
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<widget class="QLabel" name="label_3">
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<property name="text">
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<string>Test data ratio</string>
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</property>
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</widget>
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</item>
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<item row="0" column="1">
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<widget class="QSpinBox" name="testDataRatioSpinBox">
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<property name="toolTip">
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<string>Ratio of input points used for evaluating the classification</string>
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</property>
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<property name="suffix">
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<string>%</string>
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</property>
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<property name="minimum">
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<number>0</number>
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</property>
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<property name="maximum">
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<number>99</number>
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</property>
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<property name="value">
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<number>20</number>
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</property>
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</widget>
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</item>
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<item row="3" column="0">
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<widget class="QCheckBox" name="checkBox_useExistingScalarFields">
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<property name="toolTip">
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<string><html><head/><body><p>Use the existing features, when available, for the training. If not checked, all features will be recalculated and the existing features will be overwritten.</p></body></html></string>
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</property>
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<property name="text">
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<string>Use existing attributes</string>
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</property>
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</widget>
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</item>
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<item row="4" column="0">
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<widget class="QCheckBox" name="checkBox_keepTraces">
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<property name="toolTip">
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<string><html><head/><body><p>If checked : </p><p>* A directory is created near the parameter file, with name 3dmasc_yyyymmdd_HHhMM.</p><p>* A file 3dmasc_yyyymmdd_HHhMM.txt is created in this directory. </p><p>* Each time you train the classifier, the feature list and the classifier are stored and an entry is created in the trace file to save the overall accuracy.</p></body></html></string>
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</property>
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<property name="text">
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<string>Keep traces</string>
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</property>
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</widget>
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</item>
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<item row="2" column="0">
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<widget class="QCheckBox" name="keepAttributesCheckBox">
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<property name="text">
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<string>Keep attributes on completion</string>
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</property>
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</widget>
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</item>
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</layout>
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</widget>
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</item>
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<item>
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<widget class="QFrame" name="frame">
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<property name="frameShape">
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<enum>QFrame::StyledPanel</enum>
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</property>
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<property name="frameShadow">
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<enum>QFrame::Raised</enum>
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</property>
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<layout class="QHBoxLayout" name="horizontalLayout">
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<item>
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<widget class="QPushButton" name="runPushButton">
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<property name="text">
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<string>Run</string>
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</property>
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</widget>
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</item>
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<item>
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<widget class="QPushButton" name="savePushButton">
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<property name="enabled">
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<bool>false</bool>
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</property>
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<property name="text">
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<string>Save classifier</string>
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</property>
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</widget>
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</item>
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<item>
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<widget class="QPushButton" name="closePushButton">
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<property name="text">
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<string>Close</string>
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</property>
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</widget>
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</item>
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</layout>
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<zorder>runPushButton</zorder>
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<zorder>closePushButton</zorder>
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<zorder>savePushButton</zorder>
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</widget>
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</item>
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<item>
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<widget class="QGroupBox" name="resultGroupBox">
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<property name="sizePolicy">
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<sizepolicy hsizetype="Preferred" vsizetype="Expanding">
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<horstretch>0</horstretch>
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<verstretch>0</verstretch>
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</sizepolicy>
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</property>
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<property name="title">
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<string>Results</string>
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</property>
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<layout class="QGridLayout" name="gridLayout" columnstretch="1,0">
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<item row="0" column="0" colspan="2">
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<widget class="QLabel" name="resultLabel">
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<property name="text">
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<string>correct = 0/0 - accuracy = 0.0</string>
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</property>
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</widget>
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</item>
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<item row="1" column="0" rowspan="2">
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<widget class="QTableWidget" name="tableWidget">
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<property name="verticalScrollBarPolicy">
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<enum>Qt::ScrollBarAlwaysOn</enum>
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</property>
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<property name="showDropIndicator" stdset="0">
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<bool>false</bool>
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</property>
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<property name="dragDropOverwriteMode">
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<bool>false</bool>
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</property>
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<property name="selectionMode">
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<enum>QAbstractItemView::NoSelection</enum>
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</property>
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<property name="sortingEnabled">
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<bool>true</bool>
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</property>
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<attribute name="horizontalHeaderDefaultSectionSize">
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<number>170</number>
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</attribute>
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<attribute name="verticalHeaderVisible">
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<bool>false</bool>
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</attribute>
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<column>
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<property name="text">
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<string>Feature</string>
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</property>
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</column>
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<column>
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<property name="text">
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<string>Importance</string>
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</property>
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</column>
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</widget>
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</item>
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<item row="3" column="0">
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<widget class="QToolButton" name="exportToolButton">
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<property name="text">
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<string>Export feature list</string>
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</property>
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</widget>
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</item>
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<item row="1" column="1">
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<widget class="QTableWidget" name="tableWidgetScales">
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<column>
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<property name="text">
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<string>Scales</string>
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</property>
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</column>
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</widget>
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</item>
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</layout>
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</widget>
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</item>
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</layout>
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</widget>
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<resources/>
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<connections>
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<connection>
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<sender>runPushButton</sender>
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<signal>clicked()</signal>
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<receiver>Train3DMASCDialog</receiver>
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<slot>accept()</slot>
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<hints>
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<hint type="sourcelabel">
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<x>76</x>
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<y>296</y>
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</hint>
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<hint type="destinationlabel">
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<x>198</x>
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<y>237</y>
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</hint>
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</hints>
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</connection>
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</connections>
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</ui>
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