Source code for gui.ui.cv_SVR
# -*- coding: utf-8 -*-
# Automatically generated - don't edit.
# Use `python setup.py build_ui` to update it.
from PyQt5 import QtCore, QtWidgets
[docs]
class Ui_Form(object):
[docs]
def setupUi(self, Form):
Form.setObjectName("Form")
sizePolicy = QtWidgets.QSizePolicy(
QtWidgets.QSizePolicy.Ignored, QtWidgets.QSizePolicy.Ignored
)
sizePolicy.setHorizontalStretch(0)
sizePolicy.setVerticalStretch(0)
sizePolicy.setHeightForWidth(Form.sizePolicy().hasHeightForWidth())
Form.setSizePolicy(sizePolicy)
self.verticalLayout = QtWidgets.QVBoxLayout(Form)
self.verticalLayout.setObjectName("verticalLayout")
self.formGroupBox = QtWidgets.QGroupBox(Form)
self.formGroupBox.setObjectName("formGroupBox")
self.formLayout = QtWidgets.QFormLayout(self.formGroupBox)
self.formLayout.setFieldGrowthPolicy(
QtWidgets.QFormLayout.AllNonFixedFieldsGrow
)
self.formLayout.setObjectName("formLayout")
self.cLabel = QtWidgets.QLabel(self.formGroupBox)
self.cLabel.setObjectName("cLabel")
self.formLayout.setWidget(0, QtWidgets.QFormLayout.LabelRole, self.cLabel)
self.cLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.cLineEdit.setProperty("value", 1.0)
self.cLineEdit.setObjectName("cLineEdit")
self.formLayout.setWidget(0, QtWidgets.QFormLayout.FieldRole, self.cLineEdit)
self.epsilonLabel = QtWidgets.QLabel(self.formGroupBox)
self.epsilonLabel.setObjectName("epsilonLabel")
self.formLayout.setWidget(1, QtWidgets.QFormLayout.LabelRole, self.epsilonLabel)
self.epsilonLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.epsilonLineEdit.setProperty("value", 0.1)
self.epsilonLineEdit.setObjectName("epsilonLineEdit")
self.formLayout.setWidget(
1, QtWidgets.QFormLayout.FieldRole, self.epsilonLineEdit
)
self.kernelLabel = QtWidgets.QLabel(self.formGroupBox)
self.kernelLabel.setObjectName("kernelLabel")
self.formLayout.setWidget(2, QtWidgets.QFormLayout.LabelRole, self.kernelLabel)
self.kernel_list = QtWidgets.QListWidget(self.formGroupBox)
self.kernel_list.setMinimumSize(QtCore.QSize(0, 200))
self.kernel_list.setMaximumSize(QtCore.QSize(16777215, 120))
self.kernel_list.setSelectionMode(QtWidgets.QAbstractItemView.MultiSelection)
self.kernel_list.setObjectName("kernel_list")
item = QtWidgets.QListWidgetItem()
self.kernel_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.kernel_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.kernel_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.kernel_list.addItem(item)
self.formLayout.setWidget(2, QtWidgets.QFormLayout.FieldRole, self.kernel_list)
self.degreeLabel = QtWidgets.QLabel(self.formGroupBox)
self.degreeLabel.setObjectName("degreeLabel")
self.formLayout.setWidget(3, QtWidgets.QFormLayout.LabelRole, self.degreeLabel)
self.degreeLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.degreeLineEdit.setObjectName("degreeLineEdit")
self.formLayout.setWidget(
3, QtWidgets.QFormLayout.FieldRole, self.degreeLineEdit
)
self.coeff0Label = QtWidgets.QLabel(self.formGroupBox)
self.coeff0Label.setObjectName("coeff0Label")
self.formLayout.setWidget(4, QtWidgets.QFormLayout.LabelRole, self.coeff0Label)
self.coeff0LineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.coeff0LineEdit.setObjectName("coeff0LineEdit")
self.formLayout.setWidget(
4, QtWidgets.QFormLayout.FieldRole, self.coeff0LineEdit
)
self.shrinkingLabel = QtWidgets.QLabel(self.formGroupBox)
self.shrinkingLabel.setObjectName("shrinkingLabel")
self.formLayout.setWidget(
5, QtWidgets.QFormLayout.LabelRole, self.shrinkingLabel
)
self.shrinking_list = QtWidgets.QListWidget(self.formGroupBox)
self.shrinking_list.setMinimumSize(QtCore.QSize(0, 100))
self.shrinking_list.setMaximumSize(QtCore.QSize(16777215, 50))
self.shrinking_list.setSelectionMode(QtWidgets.QAbstractItemView.MultiSelection)
self.shrinking_list.setObjectName("shrinking_list")
item = QtWidgets.QListWidgetItem()
self.shrinking_list.addItem(item)
item = QtWidgets.QListWidgetItem()
self.shrinking_list.addItem(item)
self.formLayout.setWidget(
5, QtWidgets.QFormLayout.FieldRole, self.shrinking_list
)
self.toleranceLabel = QtWidgets.QLabel(self.formGroupBox)
self.toleranceLabel.setObjectName("toleranceLabel")
self.formLayout.setWidget(
6, QtWidgets.QFormLayout.LabelRole, self.toleranceLabel
)
self.toleranceLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.toleranceLineEdit.setProperty("decimals", 3)
self.toleranceLineEdit.setProperty("value", 0.001)
self.toleranceLineEdit.setObjectName("toleranceLineEdit")
self.formLayout.setWidget(
6, QtWidgets.QFormLayout.FieldRole, self.toleranceLineEdit
)
self.maxIterationsLabel = QtWidgets.QLabel(self.formGroupBox)
self.maxIterationsLabel.setObjectName("maxIterationsLabel")
self.formLayout.setWidget(
7, QtWidgets.QFormLayout.LabelRole, self.maxIterationsLabel
)
self.maxIterationsLineEdit = QtWidgets.QLineEdit(self.formGroupBox)
self.maxIterationsLineEdit.setProperty("minimum", -1)
self.maxIterationsLineEdit.setProperty("maximum", 9999999)
self.maxIterationsLineEdit.setProperty("value", -1)
self.maxIterationsLineEdit.setObjectName("maxIterationsLineEdit")
self.formLayout.setWidget(
7, QtWidgets.QFormLayout.FieldRole, self.maxIterationsLineEdit
)
self.verticalLayout.addWidget(self.formGroupBox)
self.retranslateUi(Form)
QtCore.QMetaObject.connectSlotsByName(Form)
[docs]
def retranslateUi(self, Form):
_translate = QtCore.QCoreApplication.translate
Form.setWindowTitle(("Form"))
self.formGroupBox.setToolTip(
(
"<html><head/><body><p>The method of Support Vector "
"Classification can be extended to solve regression problems. "
"This method is called Support Vector Regression.</p><p>The "
"model produced by support vector classification (as "
"described "
"above) depends only on a subset of the training data, "
"because "
"the cost function for building the model does not care about "
"training points that lie beyond the margin. Analogously, "
"the model produced by Support Vector Regression depends "
"only on "
"a subset of the training data, because the cost function for "
"building the model ignores any training data close to the "
"model "
"prediction.</p></body></html>"
)
)
self.cLabel.setText(("Penalty Parameter"))
self.epsilonLabel.setText(("Epsilon"))
self.kernelLabel.setText(("Kernel"))
__sortingEnabled = self.kernel_list.isSortingEnabled()
self.kernel_list.setSortingEnabled(False)
item = self.kernel_list.item(0)
item.setText(("Radial Basis Function"))
item = self.kernel_list.item(1)
item.setText(("Linear"))
item = self.kernel_list.item(2)
item.setText(("Polynomial"))
item = self.kernel_list.item(3)
item.setText(("Sigmoid"))
self.kernel_list.setSortingEnabled(__sortingEnabled)
self.degreeLabel.setText(("Polynomial Degree"))
self.coeff0Label.setText(("Coeff 0"))
self.shrinkingLabel.setText(("Shrinking"))
__sortingEnabled = self.shrinking_list.isSortingEnabled()
self.shrinking_list.setSortingEnabled(False)
item = self.shrinking_list.item(0)
item.setText(("True"))
item = self.shrinking_list.item(1)
item.setText(("False"))
self.shrinking_list.setSortingEnabled(__sortingEnabled)
self.toleranceLabel.setText(("Tolerance"))
self.maxIterationsLabel.setText(("Max Iterations"))
if __name__ == "__main__":
import sys
app = QtWidgets.QApplication(sys.argv)
Form = QtWidgets.QWidget()
ui = Ui_Form()
ui.setupUi(Form)
Form.show()
sys.exit(app.exec_())