mirror of
https://github.com/dgirardeau/q3DMASC.git
synced 2026-08-30 09:00:50 +08:00
Paul Leroy
ec5507be5b
When the option is selected, overall accuracy, features and classifiers are saved
297 lines
10 KiB
XML
297 lines
10 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">
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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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</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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<item row="3" column="1">
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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, a directory is created near the parameters file. Each time you click on Run, the features used to train the random forest will be stored and an entry will be created in a specific file to save the metrics associated with the classifier.</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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</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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